Dataset statistics
| Number of variables | 108 |
|---|---|
| Number of observations | 77159 |
| Missing cells | 1308864 |
| Missing cells (%) | 15.7% |
| Total size in memory | 63.6 MiB |
| Average record size in memory | 864.0 B |
Variable types
| Numeric | 86 |
|---|---|
| Categorical | 22 |
pymnt_plan has constant value "n" | Constant |
emp_title has a high cardinality: 28185 distinct values | High cardinality |
int_rate has a high cardinality: 129 distinct values | High cardinality |
earliest_cr_line has a high cardinality: 622 distinct values | High cardinality |
revol_util has a high cardinality: 1074 distinct values | High cardinality |
emp_title has 5862 (7.6%) missing values | Missing |
next_pymnt_d has 43903 (56.9%) missing values | Missing |
annual_inc_joint has 67777 (87.8%) missing values | Missing |
verification_status_joint has 67780 (87.8%) missing values | Missing |
hardship_flag has 1627 (2.1%) missing values | Missing |
hardship_reason has 72668 (94.2%) missing values | Missing |
hardship_type has 72668 (94.2%) missing values | Missing |
hardship_status has 72668 (94.2%) missing values | Missing |
payment_plan_start_date has 72668 (94.2%) missing values | Missing |
dti_joint has 67777 (87.8%) missing values | Missing |
inq_fi has 2495 (3.2%) missing values | Missing |
inq_last_12m has 2495 (3.2%) missing values | Missing |
open_acc_6m has 2495 (3.2%) missing values | Missing |
total_cu_tl has 2495 (3.2%) missing values | Missing |
total_bal_il has 2495 (3.2%) missing values | Missing |
mths_since_last_record has 65802 (85.3%) missing values | Missing |
mths_since_last_major_derog has 57285 (74.2%) missing values | Missing |
mths_since_recent_bc has 1047 (1.4%) missing values | Missing |
mths_since_recent_bc_dlq has 59765 (77.5%) missing values | Missing |
mths_since_recent_inq has 9243 (12.0%) missing values | Missing |
mths_since_rcnt_il has 4879 (6.3%) missing values | Missing |
mths_since_last_delinq has 39645 (51.4%) missing values | Missing |
mths_since_recent_revol_delinq has 51792 (67.1%) missing values | Missing |
mo_sin_old_il_acct has 2437 (3.2%) missing values | Missing |
open_act_il has 2495 (3.2%) missing values | Missing |
open_il_12m has 2495 (3.2%) missing values | Missing |
open_il_24m has 2495 (3.2%) missing values | Missing |
il_util has 13262 (17.2%) missing values | Missing |
bc_util has 1154 (1.5%) missing values | Missing |
all_util has 2511 (3.3%) missing values | Missing |
open_rv_12m has 2495 (3.2%) missing values | Missing |
open_rv_24m has 2495 (3.2%) missing values | Missing |
max_bal_bc has 2495 (3.2%) missing values | Missing |
bc_open_to_buy has 1116 (1.4%) missing values | Missing |
percent_bc_gt_75 has 1119 (1.5%) missing values | Missing |
revol_bal_joint has 67777 (87.8%) missing values | Missing |
deferral_term has 72668 (94.2%) missing values | Missing |
hardship_amount has 71042 (92.1%) missing values | Missing |
hardship_payoff_balance_amount has 71042 (92.1%) missing values | Missing |
hardship_last_payment_amount has 71042 (92.1%) missing values | Missing |
orig_projected_additional_accrued_interest has 71170 (92.2%) missing values | Missing |
annual_inc is highly skewed (γ1 = 55.06570769) | Skewed |
dti is highly skewed (γ1 = 29.31819624) | Skewed |
tot_coll_amt is highly skewed (γ1 = 39.7144788) | Skewed |
tax_liens is highly skewed (γ1 = 40.22451209) | Skewed |
id has unique values | Unique |
delinq_2yrs has 62435 (80.9%) zeros | Zeros |
inq_fi has 38035 (49.3%) zeros | Zeros |
inq_last_12m has 21987 (28.5%) zeros | Zeros |
inq_last_6mths has 49790 (64.5%) zeros | Zeros |
last_fico_range_low has 1351 (1.8%) zeros | Zeros |
mort_acc has 34707 (45.0%) zeros | Zeros |
open_acc_6m has 34959 (45.3%) zeros | Zeros |
acc_open_past_24mths has 3830 (5.0%) zeros | Zeros |
pub_rec has 65802 (85.3%) zeros | Zeros |
out_prncp has 44425 (57.6%) zeros | Zeros |
out_prncp_inv has 44425 (57.6%) zeros | Zeros |
total_rec_late_fee has 72155 (93.5%) zeros | Zeros |
total_cu_tl has 41321 (53.6%) zeros | Zeros |
tot_coll_amt has 64954 (84.2%) zeros | Zeros |
total_bal_il has 8384 (10.9%) zeros | Zeros |
total_bc_limit has 1119 (1.5%) zeros | Zeros |
total_il_high_credit_limit has 8759 (11.4%) zeros | Zeros |
mths_since_recent_inq has 5742 (7.4%) zeros | Zeros |
mo_sin_rcnt_rev_tl_op has 1299 (1.7%) zeros | Zeros |
mo_sin_rcnt_tl has 1348 (1.7%) zeros | Zeros |
open_act_il has 8630 (11.2%) zeros | Zeros |
open_il_12m has 42695 (55.3%) zeros | Zeros |
open_il_24m has 21305 (27.6%) zeros | Zeros |
bc_util has 1122 (1.5%) zeros | Zeros |
open_rv_12m has 28516 (37.0%) zeros | Zeros |
open_rv_24m has 12541 (16.3%) zeros | Zeros |
max_bal_bc has 2122 (2.8%) zeros | Zeros |
bc_open_to_buy has 801 (1.0%) zeros | Zeros |
recoveries has 70460 (91.3%) zeros | Zeros |
chargeoff_within_12_mths has 76572 (99.2%) zeros | Zeros |
collection_recovery_fee has 70460 (91.3%) zeros | Zeros |
collections_12_mths_ex_med has 75573 (97.9%) zeros | Zeros |
num_accts_ever_120_pd has 59899 (77.6%) zeros | Zeros |
num_actv_bc_tl has 2173 (2.8%) zeros | Zeros |
num_bc_sats has 1062 (1.4%) zeros | Zeros |
num_il_tl has 2449 (3.2%) zeros | Zeros |
num_tl_90g_dpd_24m has 73097 (94.7%) zeros | Zeros |
num_tl_op_past_12m has 16593 (21.5%) zeros | Zeros |
percent_bc_gt_75 has 24793 (32.1%) zeros | Zeros |
pub_rec_bankruptcies has 67544 (87.5%) zeros | Zeros |
tax_liens has 75278 (97.6%) zeros | Zeros |
hardship_amount has 3906 (5.1%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-11 21:21:27.171182 |
|---|---|
| Analysis finished | 2021-05-11 21:21:29.156168 |
| Duration | 1.98 second |
| Software version | pandas-profiling v2.13.0 |
| Download configuration | config.yaml |
| Distinct | 77159 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115263225.7 |
| Minimum | 1227221 |
|---|---|
| Maximum | 126417358 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 1227221 |
|---|---|
| 5-th percentile | 111704972.7 |
| Q1 | 114165752.5 |
| median | 117876827 |
| Q3 | 124802306.5 |
| 95-th percentile | 125988668.6 |
| Maximum | 126417358 |
| Range | 125190137 |
| Interquartile range (IQR) | 10636554 |
Descriptive statistics
| Standard deviation | 20331289.98 |
|---|---|
| Coefficient of variation (CV) | 0.1763900833 |
| Kurtosis | 22.82173119 |
| Mean | 115263225.7 |
| Median Absolute Deviation (MAD) | 4356092 |
| Skewness | -4.817427742 |
| Sum | 8.893595232 × 1012 |
| Variance | 4.133613524 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 114034687 | 1 | < 0.1% |
| 126311102 | 1 | < 0.1% |
| 113025729 | 1 | < 0.1% |
| 118262468 | 1 | < 0.1% |
| 125600453 | 1 | < 0.1% |
| 113545927 | 1 | < 0.1% |
| 113568456 | 1 | < 0.1% |
| 113558221 | 1 | < 0.1% |
| 117234382 | 1 | < 0.1% |
| 119417552 | 1 | < 0.1% |
| Other values (77149) | 77149 |
| Value | Count | Frequency (%) |
| 1227221 | 1 | |
| 1244543 | 1 | |
| 1372036 | 1 | |
| 1545038 | 1 | |
| 3005981 | 1 |
| Value | Count | Frequency (%) |
| 126417358 | 1 | |
| 126417318 | 1 | |
| 126417216 | 1 | |
| 126416189 | 1 | |
| 126415456 | 1 |
| Distinct | 28185 |
|---|---|
| Distinct (%) | 39.5% |
| Missing | 5862 |
| Missing (%) | 7.6% |
| Memory size | 602.9 KiB |
| Teacher | 1658 |
|---|---|
| Manager | 1436 |
| Owner | 1148 |
| Supervisor | 694 |
| Driver | 666 |
| Other values (28180) |
Unique
| Unique | 23094 ? |
|---|---|
| Unique (%) | 32.4% |
Sample
| 1st row | Stagehand |
|---|---|
| 2nd row | Detention Deputy |
| 3rd row | Driver |
| 4th row | JP Morgan Chase |
| 5th row | sales agent |
| Value | Count | Frequency (%) |
| Teacher | 1658 | 2.1% |
| Manager | 1436 | 1.9% |
| Owner | 1148 | 1.5% |
| Supervisor | 694 | 0.9% |
| Driver | 666 | 0.9% |
| Registered Nurse | 594 | 0.8% |
| Sales | 558 | 0.7% |
| RN | 541 | 0.7% |
| Director | 383 | 0.5% |
| Project Manager | 368 | 0.5% |
| Other values (28175) | 63251 | |
| (Missing) | 5862 | 7.6% |
application_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| Individual | |
|---|---|
| Joint App |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Individual |
|---|---|
| 2nd row | Individual |
| 3rd row | Individual |
| 4th row | Individual |
| 5th row | Individual |
| Value | Count | Frequency (%) |
| Individual | 67777 | |
| Joint App | 9382 | 12.2% |
home_ownership
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| MORTGAGE | |
|---|---|
| RENT | |
| OWN | |
| ANY | 1 |
| NONE | 1 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | RENT |
|---|---|
| 2nd row | RENT |
| 3rd row | MORTGAGE |
| 4th row | RENT |
| 5th row | MORTGAGE |
| Value | Count | Frequency (%) |
| MORTGAGE | 37334 | |
| RENT | 30749 | |
| OWN | 9074 | 11.8% |
| ANY | 1 | < 0.1% |
| NONE | 1 | < 0.1% |
loan_status
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| Fully Paid | |
|---|---|
| Current | |
| Charged Off | |
| Late (31-120 days) | 659 |
| In Grace Period | 448 |
| Other values (2) | 110 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fully Paid |
|---|---|
| 2nd row | Charged Off |
| 3rd row | Current |
| 4th row | Fully Paid |
| 5th row | Fully Paid |
| Value | Count | Frequency (%) |
| Fully Paid | 34289 | |
| Current | 32039 | |
| Charged Off | 9614 | 12.5% |
| Late (31-120 days) | 659 | 0.9% |
| In Grace Period | 448 | 0.6% |
| Late (16-30 days) | 96 | 0.1% |
| Default | 14 | < 0.1% |
loan_amnt
Real number (ℝ≥0)
| Distinct | 1439 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15156.51998 |
| Minimum | 1000 |
|---|---|
| Maximum | 40000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 3000 |
| Q1 | 7800 |
| median | 12175 |
| Q3 | 20000 |
| 95-th percentile | 35000 |
| Maximum | 40000 |
| Range | 39000 |
| Interquartile range (IQR) | 12200 |
Descriptive statistics
| Standard deviation | 9749.195616 |
|---|---|
| Coefficient of variation (CV) | 0.6432344384 |
| Kurtosis | -0.1334581055 |
| Mean | 15156.51998 |
| Median Absolute Deviation (MAD) | 6175 |
| Skewness | 0.8155815834 |
| Sum | 1169461925 |
| Variance | 95046815.16 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 7279 | 9.4% |
| 20000 | 4723 | 6.1% |
| 15000 | 4305 | 5.6% |
| 12000 | 4161 | 5.4% |
| 5000 | 3324 | 4.3% |
| 6000 | 2634 | 3.4% |
| 35000 | 2603 | 3.4% |
| 8000 | 2539 | 3.3% |
| 16000 | 2492 | 3.2% |
| 25000 | 2376 | 3.1% |
| Other values (1429) | 40723 |
| Value | Count | Frequency (%) |
| 1000 | 418 | |
| 1025 | 1 | < 0.1% |
| 1050 | 1 | < 0.1% |
| 1100 | 13 | < 0.1% |
| 1125 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40000 | 2066 | |
| 39975 | 2 | < 0.1% |
| 39925 | 1 | < 0.1% |
| 39825 | 1 | < 0.1% |
| 39800 | 1 | < 0.1% |
| Distinct | 129 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| 16.02% | 5181 |
|---|---|
| 11.99% | 4959 |
| 12.62% | 4906 |
| 10.42% | 4878 |
| 9.44% | 4779 |
| Other values (124) |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 15.05% |
|---|---|
| 2nd row | 14.08% |
| 3rd row | 14.08% |
| 4th row | 19.03% |
| 5th row | 8.90% |
| Value | Count | Frequency (%) |
| 16.02% | 5181 | 6.7% |
| 11.99% | 4959 | 6.4% |
| 12.62% | 4906 | 6.4% |
| 10.42% | 4878 | 6.3% |
| 9.44% | 4779 | 6.2% |
| 15.05% | 4750 | 6.2% |
| 14.08% | 4646 | 6.0% |
| 9.93% | 4567 | 5.9% |
| 13.59% | 4562 | 5.9% |
| 10.91% | 3822 | 5.0% |
| Other values (119) | 30109 |
term
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| 36 months | |
|---|---|
| 60 months |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 36 months |
|---|---|
| 2nd row | 60 months |
| 3rd row | 60 months |
| 4th row | 36 months |
| 5th row | 60 months |
| Value | Count | Frequency (%) |
| 36 months | 52800 | |
| 60 months | 24359 |
installment
Real number (ℝ≥0)
| Distinct | 10999 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 443.0242911 |
| Minimum | 7.61 |
|---|---|
| Maximum | 1717.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 7.61 |
|---|---|
| 5-th percentile | 100.54 |
| Q1 | 239.52 |
| median | 368.9 |
| Q3 | 591.285 |
| 95-th percentile | 1024.16 |
| Maximum | 1717.63 |
| Range | 1710.02 |
| Interquartile range (IQR) | 351.765 |
Descriptive statistics
| Standard deviation | 279.9171459 |
|---|---|
| Coefficient of variation (CV) | 0.6318325011 |
| Kurtosis | 0.8158079631 |
| Mean | 443.0242911 |
| Median Absolute Deviation (MAD) | 162.46 |
| Skewness | 1.068926214 |
| Sum | 34183311.28 |
| Variance | 78353.60859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 324.65 | 450 | 0.6% |
| 320.05 | 443 | 0.6% |
| 332.1 | 423 | 0.5% |
| 335.12 | 400 | 0.5% |
| 326.97 | 399 | 0.5% |
| 322.35 | 378 | 0.5% |
| 339.79 | 348 | 0.5% |
| 313.23 | 346 | 0.4% |
| 166.05 | 288 | 0.4% |
| 163.49 | 271 | 0.4% |
| Other values (10989) | 73413 |
| Value | Count | Frequency (%) |
| 7.61 | 1 | < 0.1% |
| 25.86 | 1 | < 0.1% |
| 29.83 | 1 | < 0.1% |
| 30.12 | 7 | |
| 30.46 | 3 |
| Value | Count | Frequency (%) |
| 1717.63 | 1 | < 0.1% |
| 1715.42 | 1 | < 0.1% |
| 1714.54 | 2 | < 0.1% |
| 1647.03 | 1 | < 0.1% |
| 1618.03 | 5 |
grade
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| C | |
|---|---|
| B | |
| A | |
| D | |
| E | |
| Other values (2) | 1538 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | D |
| 5th row | A |
| Value | Count | Frequency (%) |
| C | 25152 | |
| B | 23274 | |
| A | 14308 | |
| D | 9711 | 12.6% |
| E | 3176 | 4.1% |
| F | 912 | 1.2% |
| G | 626 | 0.8% |
| Distinct | 622 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| Sep-05 | 665 |
|---|---|
| Aug-06 | 584 |
| Aug-05 | 567 |
| Sep-04 | 552 |
| Aug-04 | 547 |
| Other values (617) |
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Jan-01 |
|---|---|
| 2nd row | Dec-00 |
| 3rd row | Apr-86 |
| 4th row | Feb-90 |
| 5th row | Mar-88 |
| Value | Count | Frequency (%) |
| Sep-05 | 665 | 0.9% |
| Aug-06 | 584 | 0.8% |
| Aug-05 | 567 | 0.7% |
| Sep-04 | 552 | 0.7% |
| Aug-04 | 547 | 0.7% |
| Oct-05 | 522 | 0.7% |
| Oct-04 | 520 | 0.7% |
| Sep-06 | 512 | 0.7% |
| Aug-07 | 507 | 0.7% |
| Sep-03 | 505 | 0.7% |
| Other values (612) | 71678 |
issue_d
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| 01-08-2017 | |
|---|---|
| 01-12-2017 | |
| 01-09-2017 | |
| 01-07-2017 | |
| 01-11-2017 | |
| Other values (11) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 01-08-2017 |
|---|---|
| 2nd row | 01-07-2017 |
| 3rd row | 01-07-2017 |
| 4th row | 01-08-2017 |
| 5th row | 01-08-2013 |
| Value | Count | Frequency (%) |
| 01-08-2017 | 17934 | |
| 01-12-2017 | 17175 | |
| 01-09-2017 | 16811 | |
| 01-07-2017 | 15632 | |
| 01-11-2017 | 7112 | 9.2% |
| 01-12-2013 | 416 | 0.5% |
| 01-10-2013 | 380 | 0.5% |
| 01-11-2013 | 372 | 0.5% |
| 01-09-2013 | 343 | 0.4% |
| 01-08-2013 | 305 | 0.4% |
| Other values (6) | 679 | 0.9% |
last_pymnt_d
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| 01-05-2020 | |
|---|---|
| 01-08-2018 | 2482 |
| 01-10-2018 | 2369 |
| 01-07-2018 | 2193 |
| 01-09-2018 | 2142 |
| Other values (23) |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 01-04-2020 |
|---|---|
| 2nd row | 01-06-2019 |
| 3rd row | 01-05-2020 |
| 4th row | 01-10-2019 |
| 5th row | 01-01-2019 |
| Value | Count | Frequency (%) |
| 01-05-2020 | 32333 | |
| 01-08-2018 | 2482 | 3.2% |
| 01-10-2018 | 2369 | 3.1% |
| 01-07-2018 | 2193 | 2.8% |
| 01-09-2018 | 2142 | 2.8% |
| 01-06-2018 | 2140 | 2.8% |
| 01-05-2018 | 2116 | 2.7% |
| 01-11-2018 | 2060 | 2.7% |
| 01-01-2019 | 2008 | 2.6% |
| 01-02-2019 | 1998 | 2.6% |
| Other values (18) | 25318 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 43903 |
| Missing (%) | 56.9% |
| Memory size | 602.9 KiB |
| Jun-20 | |
|---|---|
| Jul-20 | 2319 |
| Aug-20 | 944 |
| Sep-20 | 208 |
| May-20 | 116 |
| Other values (4) | 11 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Jun-20 |
|---|---|
| 2nd row | Jun-20 |
| 3rd row | Jun-20 |
| 4th row | Jun-20 |
| 5th row | Jun-20 |
| Value | Count | Frequency (%) |
| Jun-20 | 29658 | |
| Jul-20 | 2319 | 3.0% |
| Aug-20 | 944 | 1.2% |
| Sep-20 | 208 | 0.3% |
| May-20 | 116 | 0.2% |
| Mar-20 | 4 | < 0.1% |
| Apr-20 | 4 | < 0.1% |
| Feb-20 | 2 | < 0.1% |
| Oct-20 | 1 | < 0.1% |
| (Missing) | 43903 |
| Distinct | 6850 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78363.15519 |
| Minimum | 0 |
|---|---|
| Maximum | 10999200 |
| Zeros | 107 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 26000 |
| Q1 | 45000 |
| median | 65000 |
| Q3 | 94000 |
| 95-th percentile | 165524.9 |
| Maximum | 10999200 |
| Range | 10999200 |
| Interquartile range (IQR) | 49000 |
Descriptive statistics
| Standard deviation | 84925.48526 |
|---|---|
| Coefficient of variation (CV) | 1.083742545 |
| Kurtosis | 5619.594927 |
| Mean | 78363.15519 |
| Median Absolute Deviation (MAD) | 23000 |
| Skewness | 55.06570769 |
| Sum | 6046422691 |
| Variance | 7212338047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 3109 | 4.0% |
| 50000 | 2714 | 3.5% |
| 65000 | 2242 | 2.9% |
| 40000 | 2178 | 2.8% |
| 70000 | 2156 | 2.8% |
| 80000 | 2133 | 2.8% |
| 75000 | 2083 | 2.7% |
| 45000 | 1798 | 2.3% |
| 55000 | 1681 | 2.2% |
| 100000 | 1604 | 2.1% |
| Other values (6840) | 55461 |
| Value | Count | Frequency (%) |
| 0 | 107 | |
| 2 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10999200 | 1 | |
| 7845315 | 1 | |
| 7010600 | 1 | |
| 6500031 | 1 | |
| 4255262 | 1 |
| Distinct | 2234 |
|---|---|
| Distinct (%) | 23.8% |
| Missing | 67777 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120030.0352 |
| Minimum | 15801 |
|---|---|
| Maximum | 1058000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 15801 |
|---|---|
| 5-th percentile | 53000 |
| Q1 | 83000 |
| median | 109167 |
| Q3 | 143000 |
| 95-th percentile | 220000 |
| Maximum | 1058000 |
| Range | 1042199 |
| Interquartile range (IQR) | 60000 |
Descriptive statistics
| Standard deviation | 60420.86499 |
|---|---|
| Coefficient of variation (CV) | 0.5033812151 |
| Kurtosis | 26.81608325 |
| Mean | 120030.0352 |
| Median Absolute Deviation (MAD) | 29167 |
| Skewness | 3.243746746 |
| Sum | 1126121791 |
| Variance | 3650680926 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 176 | 0.2% |
| 120000 | 175 | 0.2% |
| 90000 | 161 | 0.2% |
| 110000 | 152 | 0.2% |
| 130000 | 150 | 0.2% |
| 80000 | 138 | 0.2% |
| 150000 | 131 | 0.2% |
| 95000 | 116 | 0.2% |
| 115000 | 113 | 0.1% |
| 105000 | 112 | 0.1% |
| Other values (2224) | 7958 | 10.3% |
| (Missing) | 67777 |
| Value | Count | Frequency (%) |
| 15801 | 1 | |
| 19104 | 1 | |
| 21953 | 1 | |
| 21992 | 1 | |
| 22700 | 1 |
| Value | Count | Frequency (%) |
| 1058000 | 1 | |
| 1050000 | 1 | |
| 925000 | 1 | |
| 760000 | 1 | |
| 744000 | 1 |
verification_status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| Source Verified | |
|---|---|
| Not Verified | |
| Verified |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Verified |
|---|---|
| 2nd row | Not Verified |
| 3rd row | Verified |
| 4th row | Source Verified |
| 5th row | Verified |
| Value | Count | Frequency (%) |
| Source Verified | 28886 | |
| Not Verified | 28490 | |
| Verified | 19783 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 67780 |
| Missing (%) | 87.8% |
| Memory size | 602.9 KiB |
| Not Verified | |
|---|---|
| Source Verified | |
| Verified |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Verified |
|---|---|
| 2nd row | Verified |
| 3rd row | Source Verified |
| 4th row | Not Verified |
| 5th row | Source Verified |
| Value | Count | Frequency (%) |
| Not Verified | 4064 | 5.3% |
| Source Verified | 3165 | 4.1% |
| Verified | 2150 | 2.8% |
| (Missing) | 67780 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| n |
|---|
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | n |
|---|---|
| 2nd row | n |
| 3rd row | n |
| 4th row | n |
| 5th row | n |
| Value | Count | Frequency (%) |
| n | 77159 |
purpose
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| debt_consolidation | |
|---|---|
| credit_card | |
| other | |
| home_improvement | |
| major_purchase | 1946 |
| Other values (8) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | debt_consolidation |
|---|---|
| 2nd row | debt_consolidation |
| 3rd row | home_improvement |
| 4th row | debt_consolidation |
| 5th row | debt_consolidation |
| Value | Count | Frequency (%) |
| debt_consolidation | 42980 | |
| credit_card | 15913 | 20.6% |
| other | 5835 | 7.6% |
| home_improvement | 5649 | 7.3% |
| major_purchase | 1946 | 2.5% |
| medical | 1155 | 1.5% |
| car | 926 | 1.2% |
| small_business | 879 | 1.1% |
| vacation | 640 | 0.8% |
| moving | 621 | 0.8% |
| Other values (3) | 615 | 0.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1627 |
| Missing (%) | 2.1% |
| Memory size | 602.9 KiB |
| N | |
|---|---|
| Y | 3570 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | N |
|---|---|
| 2nd row | N |
| 3rd row | N |
| 4th row | N |
| 5th row | N |
| Value | Count | Frequency (%) |
| N | 71962 | |
| Y | 3570 | 4.6% |
| (Missing) | 1627 | 2.1% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 72668 |
| Missing (%) | 94.2% |
| Memory size | 602.9 KiB |
| INCOMECURT | |
|---|---|
| UNEMPLOYED | |
| UNEMPLOYMENT | |
| INCOME_CURTAILMENT | 258 |
| REDCDHOURS | 193 |
| Other values (12) |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NATURAL_DISASTER |
|---|---|
| 2nd row | INCOMECURT |
| 3rd row | INCOMECURT |
| 4th row | MEDICAL |
| 5th row | INCOMECURT |
| Value | Count | Frequency (%) |
| INCOMECURT | 2614 | 3.4% |
| UNEMPLOYED | 524 | 0.7% |
| UNEMPLOYMENT | 336 | 0.4% |
| INCOME_CURTAILMENT | 258 | 0.3% |
| REDCDHOURS | 193 | 0.3% |
| REDUCED_HOURS | 138 | 0.2% |
| MEDICAL | 132 | 0.2% |
| EXCESSIVE_OBLIGATIONS | 78 | 0.1% |
| FINANCIAL | 72 | 0.1% |
| EXCESSOBLI | 48 | 0.1% |
| Other values (7) | 98 | 0.1% |
| (Missing) | 72668 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 72668 |
| Missing (%) | 94.2% |
| Memory size | 602.9 KiB |
| CVD19SKIP | |
|---|---|
| INTEREST ONLY-3 MONTHS DEFERRAL | 344 |
| ST0650PV01 | 238 |
| ST03INTV01 | 1 |
| ST06RIV01 | 1 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | INTEREST ONLY-3 MONTHS DEFERRAL |
|---|---|
| 2nd row | CVD19SKIP |
| 3rd row | CVD19SKIP |
| 4th row | CVD19SKIP |
| 5th row | CVD19SKIP |
| Value | Count | Frequency (%) |
| CVD19SKIP | 3906 | 5.1% |
| INTEREST ONLY-3 MONTHS DEFERRAL | 344 | 0.4% |
| ST0650PV01 | 238 | 0.3% |
| ST03INTV01 | 1 | < 0.1% |
| ST06RIV01 | 1 | < 0.1% |
| CVD193MO | 1 | < 0.1% |
| (Missing) | 72668 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 72668 |
| Missing (%) | 94.2% |
| Memory size | 602.9 KiB |
| ACTIVE | |
|---|---|
| COMPLETE | |
| COMPLETED | 216 |
| BROKEN | 147 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | COMPLETED |
|---|---|
| 2nd row | ACTIVE |
| 3rd row | ACTIVE |
| 4th row | ACTIVE |
| 5th row | ACTIVE |
| Value | Count | Frequency (%) |
| ACTIVE | 3570 | 4.6% |
| COMPLETE | 558 | 0.7% |
| COMPLETED | 216 | 0.3% |
| BROKEN | 147 | 0.2% |
| (Missing) | 72668 |
| Distinct | 36 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 72668 |
| Missing (%) | 94.2% |
| Memory size | 602.9 KiB |
| Apr-20 | |
|---|---|
| May-20 | |
| Mar-20 | |
| Jun-20 | 212 |
| Nov-18 | 51 |
| Other values (31) |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Nov-17 |
|---|---|
| 2nd row | Apr-20 |
| 3rd row | Apr-20 |
| 4th row | Apr-20 |
| 5th row | May-20 |
| Value | Count | Frequency (%) |
| Apr-20 | 2392 | 3.1% |
| May-20 | 943 | 1.2% |
| Mar-20 | 364 | 0.5% |
| Jun-20 | 212 | 0.3% |
| Nov-18 | 51 | 0.1% |
| Oct-18 | 47 | 0.1% |
| Dec-18 | 40 | 0.1% |
| Feb-19 | 33 | < 0.1% |
| Sep-18 | 30 | < 0.1% |
| Aug-18 | 30 | < 0.1% |
| Other values (26) | 349 | 0.5% |
| (Missing) | 72668 |
| Distinct | 5506 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 108 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.69070006 |
| Minimum | 0 |
|---|---|
| Maximum | 999 |
| Zeros | 54 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.71 |
| Q1 | 11.96 |
| median | 18.08 |
| Q3 | 25.01 |
| 95-th percentile | 34.76 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 13.05 |
Descriptive statistics
| Standard deviation | 21.58971523 |
|---|---|
| Coefficient of variation (CV) | 1.096442238 |
| Kurtosis | 1235.581415 |
| Mean | 19.69070006 |
| Median Absolute Deviation (MAD) | 6.47 |
| Skewness | 29.31819624 |
| Sum | 1517188.13 |
| Variance | 466.1158036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.4 | 62 | 0.1% |
| 15.6 | 62 | 0.1% |
| 10.8 | 57 | 0.1% |
| 12 | 55 | 0.1% |
| 0 | 54 | 0.1% |
| 15.55 | 53 | 0.1% |
| 11.02 | 53 | 0.1% |
| 13.2 | 51 | 0.1% |
| 20.4 | 49 | 0.1% |
| 19.4 | 49 | 0.1% |
| Other values (5496) | 76506 | |
| (Missing) | 108 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 54 | |
| 0.01 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 999 | 18 | |
| 995.17 | 1 | < 0.1% |
| 991.57 | 1 | < 0.1% |
| 973.17 | 1 | < 0.1% |
| 751.22 | 1 | < 0.1% |
| Distinct | 3013 |
|---|---|
| Distinct (%) | 32.1% |
| Missing | 67777 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.61661586 |
| Minimum | 0 |
|---|---|
| Maximum | 39.97 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.58 |
| Q1 | 14.03 |
| median | 19.3 |
| Q3 | 24.9175 |
| 95-th percentile | 32.97 |
| Maximum | 39.97 |
| Range | 39.97 |
| Interquartile range (IQR) | 10.8875 |
Descriptive statistics
| Standard deviation | 7.643524335 |
|---|---|
| Coefficient of variation (CV) | 0.3896454103 |
| Kurtosis | -0.4821083814 |
| Mean | 19.61661586 |
| Median Absolute Deviation (MAD) | 5.43 |
| Skewness | 0.1644931229 |
| Sum | 184043.09 |
| Variance | 58.42346426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.41 | 12 | < 0.1% |
| 15.27 | 12 | < 0.1% |
| 21.42 | 11 | < 0.1% |
| 16.85 | 10 | < 0.1% |
| 16.73 | 10 | < 0.1% |
| 18.34 | 10 | < 0.1% |
| 13.78 | 10 | < 0.1% |
| 16.56 | 10 | < 0.1% |
| 19.84 | 10 | < 0.1% |
| 18.42 | 10 | < 0.1% |
| Other values (3003) | 9277 | 12.0% |
| (Missing) | 67777 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.28 | 1 | |
| 0.3 | 1 | |
| 0.44 | 1 | |
| 0.64 | 1 |
| Value | Count | Frequency (%) |
| 39.97 | 1 | |
| 39.89 | 1 | |
| 39.86 | 1 | |
| 39.82 | 1 | |
| 39.77 | 1 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3210124548 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 62435 |
| Zeros (%) | 80.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9321011742 |
|---|---|
| Coefficient of variation (CV) | 2.903629315 |
| Kurtosis | 114.9761398 |
| Mean | 0.3210124548 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.251759549 |
| Sum | 24769 |
| Variance | 0.8688125989 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62435 | |
| 1 | 9737 | 12.6% |
| 2 | 2874 | 3.7% |
| 3 | 1044 | 1.4% |
| 4 | 458 | 0.6% |
| 5 | 233 | 0.3% |
| 6 | 139 | 0.2% |
| 7 | 81 | 0.1% |
| 8 | 39 | 0.1% |
| 9 | 33 | < 0.1% |
| Other values (16) | 86 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 62435 | |
| 1 | 9737 | 12.6% |
| 2 | 2874 | 3.7% |
| 3 | 1044 | 1.4% |
| 4 | 458 | 0.6% |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 32 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 24 | 1 |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9677086682 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 38035 |
| Zeros (%) | 49.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.431024176 |
|---|---|
| Coefficient of variation (CV) | 1.478775816 |
| Kurtosis | 11.15834445 |
| Mean | 0.9677086682 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.566314284 |
| Sum | 72253 |
| Variance | 2.047830192 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38035 | |
| 1 | 19026 | |
| 2 | 9041 | 11.7% |
| 3 | 4247 | 5.5% |
| 4 | 2030 | 2.6% |
| 5 | 1068 | 1.4% |
| 6 | 537 | 0.7% |
| 7 | 306 | 0.4% |
| 8 | 144 | 0.2% |
| 9 | 92 | 0.1% |
| Other values (11) | 138 | 0.2% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 38035 | |
| 1 | 19026 | |
| 2 | 9041 | 11.7% |
| 3 | 4247 | 5.5% |
| 4 | 2030 | 2.6% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | |
| 18 | 2 | |
| 16 | 3 |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.943640844 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 21987 |
| Zeros (%) | 28.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.257942928 |
|---|---|
| Coefficient of variation (CV) | 1.161707902 |
| Kurtosis | 8.735055558 |
| Mean | 1.943640844 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.235576394 |
| Sum | 145120 |
| Variance | 5.098306265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21987 | |
| 1 | 18629 | |
| 2 | 12560 | |
| 3 | 8202 | 10.6% |
| 4 | 5020 | 6.5% |
| 5 | 3054 | 4.0% |
| 6 | 1854 | 2.4% |
| 7 | 1157 | 1.5% |
| 8 | 751 | 1.0% |
| 9 | 483 | 0.6% |
| Other values (19) | 967 | 1.3% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 21987 | |
| 1 | 18629 | |
| 2 | 12560 | |
| 3 | 8202 | 10.6% |
| 4 | 5020 | 6.5% |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 30 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 24 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4976347542 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 49790 |
| Zeros (%) | 64.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7929884549 |
|---|---|
| Coefficient of variation (CV) | 1.593515019 |
| Kurtosis | 3.83969765 |
| Mean | 0.4976347542 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.839766449 |
| Sum | 38397 |
| Variance | 0.6288306895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49790 | |
| 1 | 19200 | 24.9% |
| 2 | 5916 | 7.7% |
| 3 | 1766 | 2.3% |
| 4 | 371 | 0.5% |
| 5 | 113 | 0.1% |
| 6 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49790 | |
| 1 | 19200 | 24.9% |
| 2 | 5916 | 7.7% |
| 3 | 1766 | 2.3% |
| 4 | 371 | 0.5% |
| Value | Count | Frequency (%) |
| 6 | 3 | < 0.1% |
| 5 | 113 | 0.1% |
| 4 | 371 | 0.5% |
| 3 | 1766 | 2.3% |
| 2 | 5916 |
fico_range_low
Real number (ℝ≥0)
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 701.7862466 |
| Minimum | 660 |
|---|---|
| Maximum | 845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 660 |
|---|---|
| 5-th percentile | 660 |
| Q1 | 675 |
| median | 695 |
| Q3 | 720 |
| 95-th percentile | 770 |
| Maximum | 845 |
| Range | 185 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 34.73033529 |
|---|---|
| Coefficient of variation (CV) | 0.04948848094 |
| Kurtosis | 0.8940433679 |
| Mean | 701.7862466 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.075850542 |
| Sum | 54149125 |
| Variance | 1206.196189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 660 | 6038 | 7.8% |
| 665 | 5731 | 7.4% |
| 670 | 5489 | 7.1% |
| 680 | 5339 | 6.9% |
| 675 | 5035 | 6.5% |
| 685 | 4783 | 6.2% |
| 690 | 4745 | 6.1% |
| 700 | 4224 | 5.5% |
| 695 | 4150 | 5.4% |
| 705 | 3903 | 5.1% |
| Other values (28) | 27722 |
| Value | Count | Frequency (%) |
| 660 | 6038 | |
| 665 | 5731 | |
| 670 | 5489 | |
| 675 | 5035 | |
| 680 | 5339 |
| Value | Count | Frequency (%) |
| 845 | 24 | < 0.1% |
| 840 | 27 | < 0.1% |
| 835 | 36 | |
| 830 | 71 | |
| 825 | 87 |
fico_range_high
Real number (ℝ≥0)
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 705.7865576 |
| Minimum | 664 |
|---|---|
| Maximum | 850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 664 |
|---|---|
| 5-th percentile | 664 |
| Q1 | 679 |
| median | 699 |
| Q3 | 724 |
| 95-th percentile | 774 |
| Maximum | 850 |
| Range | 186 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 34.73162238 |
|---|---|
| Coefficient of variation (CV) | 0.04920980998 |
| Kurtosis | 0.895965791 |
| Mean | 705.7865576 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.076164101 |
| Sum | 54457785 |
| Variance | 1206.285593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 664 | 6038 | 7.8% |
| 669 | 5731 | 7.4% |
| 674 | 5489 | 7.1% |
| 684 | 5339 | 6.9% |
| 679 | 5035 | 6.5% |
| 689 | 4783 | 6.2% |
| 694 | 4745 | 6.1% |
| 704 | 4224 | 5.5% |
| 699 | 4150 | 5.4% |
| 709 | 3903 | 5.1% |
| Other values (28) | 27722 |
| Value | Count | Frequency (%) |
| 664 | 6038 | |
| 669 | 5731 | |
| 674 | 5489 | |
| 679 | 5035 | |
| 684 | 5339 |
| Value | Count | Frequency (%) |
| 850 | 24 | < 0.1% |
| 844 | 27 | < 0.1% |
| 839 | 36 | |
| 834 | 71 | |
| 829 | 87 |
last_fico_range_high
Real number (ℝ≥0)
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 689.3042549 |
| Minimum | 0 |
|---|---|
| Maximum | 850 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 534 |
| Q1 | 654 |
| median | 699 |
| Q3 | 739 |
| 95-th percentile | 799 |
| Maximum | 850 |
| Range | 850 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 75.78965337 |
|---|---|
| Coefficient of variation (CV) | 0.1099509438 |
| Kurtosis | 0.1620809328 |
| Mean | 689.3042549 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | -0.6828818842 |
| Sum | 53186027 |
| Variance | 5744.071559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 694 | 2683 | 3.5% |
| 699 | 2666 | 3.5% |
| 709 | 2659 | 3.4% |
| 719 | 2645 | 3.4% |
| 704 | 2639 | 3.4% |
| 714 | 2563 | 3.3% |
| 724 | 2534 | 3.3% |
| 684 | 2459 | 3.2% |
| 689 | 2366 | 3.1% |
| 729 | 2318 | 3.0% |
| Other values (62) | 51627 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 499 | 1349 | |
| 504 | 290 | 0.4% |
| 509 | 364 | 0.5% |
| 514 | 356 | 0.5% |
| Value | Count | Frequency (%) |
| 850 | 19 | < 0.1% |
| 844 | 55 | 0.1% |
| 839 | 89 | 0.1% |
| 834 | 155 | |
| 829 | 271 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 676.6498399 |
| Minimum | 0 |
|---|---|
| Maximum | 845 |
| Zeros | 1351 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 530 |
| Q1 | 650 |
| median | 695 |
| Q3 | 735 |
| 95-th percentile | 795 |
| Maximum | 845 |
| Range | 845 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 115.0947566 |
|---|---|
| Coefficient of variation (CV) | 0.170095003 |
| Kurtosis | 18.3293777 |
| Mean | 676.6498399 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | -3.580702551 |
| Sum | 52209625 |
| Variance | 13246.80299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 690 | 2683 | 3.5% |
| 695 | 2666 | 3.5% |
| 705 | 2659 | 3.4% |
| 715 | 2645 | 3.4% |
| 700 | 2639 | 3.4% |
| 710 | 2563 | 3.3% |
| 720 | 2534 | 3.3% |
| 680 | 2459 | 3.2% |
| 685 | 2366 | 3.1% |
| 725 | 2318 | 3.0% |
| Other values (61) | 51627 |
| Value | Count | Frequency (%) |
| 0 | 1351 | |
| 500 | 290 | 0.4% |
| 505 | 364 | 0.5% |
| 510 | 356 | 0.5% |
| 515 | 389 | 0.5% |
| Value | Count | Frequency (%) |
| 845 | 19 | < 0.1% |
| 840 | 55 | 0.1% |
| 835 | 89 | 0.1% |
| 830 | 155 | |
| 825 | 271 |
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.368122967 |
| Minimum | 0 |
|---|---|
| Maximum | 94 |
| Zeros | 34707 |
| Zeros (%) | 45.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 94 |
| Range | 94 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.759039542 |
|---|---|
| Coefficient of variation (CV) | 1.285732046 |
| Kurtosis | 106.0271973 |
| Mean | 1.368122967 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.542843814 |
| Sum | 105563 |
| Variance | 3.09422011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34707 | |
| 1 | 14258 | |
| 2 | 11459 | 14.9% |
| 3 | 7605 | 9.9% |
| 4 | 4528 | 5.9% |
| 5 | 2392 | 3.1% |
| 6 | 1191 | 1.5% |
| 7 | 508 | 0.7% |
| 8 | 231 | 0.3% |
| 9 | 143 | 0.2% |
| Other values (10) | 137 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 34707 | |
| 1 | 14258 | |
| 2 | 11459 | 14.9% |
| 3 | 7605 | 9.9% |
| 4 | 4528 | 5.9% |
| Value | Count | Frequency (%) |
| 94 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 18 | 2 | |
| 16 | 4 | |
| 15 | 4 |
open_acc
Real number (ℝ≥0)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.46964061 |
| Minimum | 0 |
|---|---|
| Maximum | 74 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 10 |
| Q3 | 14 |
| 95-th percentile | 22 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.757780294 |
|---|---|
| Coefficient of variation (CV) | 0.5020018054 |
| Kurtosis | 3.107726749 |
| Mean | 11.46964061 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.292218375 |
| Sum | 884986 |
| Variance | 33.15203392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 6622 | 8.6% |
| 8 | 6294 | 8.2% |
| 10 | 6178 | 8.0% |
| 7 | 5983 | 7.8% |
| 11 | 5855 | 7.6% |
| 6 | 5199 | 6.7% |
| 12 | 5120 | 6.6% |
| 13 | 4549 | 5.9% |
| 5 | 4042 | 5.2% |
| 14 | 3855 | 5.0% |
| Other values (50) | 23462 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 1 | 102 | 0.1% |
| 2 | 524 | 0.7% |
| 3 | 1409 | |
| 4 | 2687 |
| Value | Count | Frequency (%) |
| 74 | 1 | |
| 64 | 1 | |
| 60 | 1 | |
| 56 | 2 | |
| 55 | 2 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8762321869 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 34959 |
| Zeros (%) | 45.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.088759173 |
|---|---|
| Coefficient of variation (CV) | 1.242546427 |
| Kurtosis | 3.915071633 |
| Mean | 0.8762321869 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.645139128 |
| Sum | 65423 |
| Variance | 1.185396537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34959 | |
| 1 | 23336 | |
| 2 | 10330 | 13.4% |
| 3 | 3894 | 5.0% |
| 4 | 1413 | 1.8% |
| 5 | 445 | 0.6% |
| 6 | 195 | 0.3% |
| 7 | 60 | 0.1% |
| 8 | 17 | < 0.1% |
| 9 | 8 | < 0.1% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 34959 | |
| 1 | 23336 | |
| 2 | 10330 | 13.4% |
| 3 | 3894 | 5.0% |
| 4 | 1413 | 1.8% |
| Value | Count | Frequency (%) |
| 10 | 7 | < 0.1% |
| 9 | 8 | < 0.1% |
| 8 | 17 | < 0.1% |
| 7 | 60 | 0.1% |
| 6 | 195 |
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.362809264 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 3830 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.106742824 |
|---|---|
| Coefficient of variation (CV) | 0.7120968706 |
| Kurtosis | 3.787244279 |
| Mean | 4.362809264 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.387732344 |
| Sum | 336630 |
| Variance | 9.651850974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 11922 | |
| 2 | 11176 | |
| 4 | 10764 | |
| 5 | 8724 | |
| 1 | 8391 | |
| 6 | 6691 | |
| 7 | 4929 | |
| 0 | 3830 | 5.0% |
| 8 | 3423 | 4.4% |
| 9 | 2351 | 3.0% |
| Other values (25) | 4958 |
| Value | Count | Frequency (%) |
| 0 | 3830 | 5.0% |
| 1 | 8391 | |
| 2 | 11176 | |
| 3 | 11922 | |
| 4 | 10764 |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 33 | 2 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30 | 6 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1715807618 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 65802 |
| Zeros (%) | 85.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5119358969 |
|---|---|
| Coefficient of variation (CV) | 2.983643921 |
| Kurtosis | 927.4520554 |
| Mean | 0.1715807618 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.17631741 |
| Sum | 13239 |
| Variance | 0.2620783625 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65802 | |
| 1 | 10226 | 13.3% |
| 2 | 758 | 1.0% |
| 3 | 227 | 0.3% |
| 4 | 78 | 0.1% |
| 5 | 26 | < 0.1% |
| 6 | 20 | < 0.1% |
| 8 | 9 | < 0.1% |
| 9 | 8 | < 0.1% |
| 44 | 1 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 65802 | |
| 1 | 10226 | 13.3% |
| 2 | 758 | 1.0% |
| 3 | 227 | 0.3% |
| 4 | 78 | 0.1% |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 32 | 1 | |
| 13 | 1 | |
| 11 | 1 | |
| 10 | 1 |
total_acc
Real number (ℝ≥0)
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.80147488 |
| Minimum | 2 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 14 |
| median | 21 |
| Q3 | 29 |
| 95-th percentile | 45 |
| Maximum | 136 |
| Range | 134 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.77215886 |
|---|---|
| Coefficient of variation (CV) | 0.5162893595 |
| Kurtosis | 2.147906354 |
| Mean | 22.80147488 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.105901904 |
| Sum | 1759339 |
| Variance | 138.5837242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 2988 | 3.9% |
| 16 | 2949 | 3.8% |
| 15 | 2897 | 3.8% |
| 17 | 2897 | 3.8% |
| 14 | 2859 | 3.7% |
| 21 | 2810 | 3.6% |
| 19 | 2809 | 3.6% |
| 20 | 2795 | 3.6% |
| 13 | 2749 | 3.6% |
| 22 | 2734 | 3.5% |
| Other values (91) | 48672 |
| Value | Count | Frequency (%) |
| 2 | 71 | 0.1% |
| 3 | 228 | 0.3% |
| 4 | 507 | |
| 5 | 729 | |
| 6 | 1091 |
| Value | Count | Frequency (%) |
| 136 | 1 | |
| 127 | 1 | |
| 112 | 1 | |
| 109 | 1 | |
| 99 | 2 |
initial_list_status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 602.9 KiB |
| w | |
|---|---|
| f |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | w |
|---|---|
| 2nd row | w |
| 3rd row | w |
| 4th row | w |
| 5th row | w |
| Value | Count | Frequency (%) |
| w | 61477 | |
| f | 15682 | 20.3% |
| Distinct | 23219 |
|---|---|
| Distinct (%) | 30.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2378.177021 |
| Minimum | 0 |
|---|---|
| Maximum | 29075.05 |
| Zeros | 44425 |
| Zeros (%) | 57.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1865.49 |
| 95-th percentile | 13971.527 |
| Maximum | 29075.05 |
| Range | 29075.05 |
| Interquartile range (IQR) | 1865.49 |
Descriptive statistics
| Standard deviation | 4784.58807 |
|---|---|
| Coefficient of variation (CV) | 2.01187213 |
| Kurtosis | 5.595032701 |
| Mean | 2378.177021 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.449591759 |
| Sum | 183497760.8 |
| Variance | 22892283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44425 | |
| 2089.26 | 32 | < 0.1% |
| 2171.45 | 28 | < 0.1% |
| 957.17 | 28 | < 0.1% |
| 2135.32 | 23 | < 0.1% |
| 1255.38 | 23 | < 0.1% |
| 1262.89 | 21 | < 0.1% |
| 1255.37 | 20 | < 0.1% |
| 1052.39 | 19 | < 0.1% |
| 2207.42 | 19 | < 0.1% |
| Other values (23209) | 32521 |
| Value | Count | Frequency (%) |
| 0 | 44425 | |
| 0.01 | 10 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 10.24 | 1 | < 0.1% |
| 10.65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29075.05 | 1 | |
| 29039.44 | 1 | |
| 28888.84 | 1 | |
| 27703.15 | 1 | |
| 27655.31 | 1 |
| Distinct | 23642 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2377.853405 |
| Minimum | 0 |
|---|---|
| Maximum | 29075.05 |
| Zeros | 44425 |
| Zeros (%) | 57.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1863.815 |
| 95-th percentile | 13971.527 |
| Maximum | 29075.05 |
| Range | 29075.05 |
| Interquartile range (IQR) | 1863.815 |
Descriptive statistics
| Standard deviation | 4784.478934 |
|---|---|
| Coefficient of variation (CV) | 2.012100041 |
| Kurtosis | 5.596218949 |
| Mean | 2377.853405 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.449854964 |
| Sum | 183472790.8 |
| Variance | 22891238.67 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44425 | |
| 957.17 | 28 | < 0.1% |
| 2089.26 | 26 | < 0.1% |
| 2171.45 | 24 | < 0.1% |
| 2135.32 | 23 | < 0.1% |
| 1255.38 | 23 | < 0.1% |
| 1262.89 | 21 | < 0.1% |
| 5535.49 | 19 | < 0.1% |
| 1255.37 | 19 | < 0.1% |
| 1052.39 | 19 | < 0.1% |
| Other values (23632) | 32532 |
| Value | Count | Frequency (%) |
| 0 | 44425 | |
| 0.01 | 10 | < 0.1% |
| 0.95 | 1 | < 0.1% |
| 10.24 | 1 | < 0.1% |
| 10.65 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29075.05 | 1 | |
| 29039.44 | 1 | |
| 28888.84 | 1 | |
| 27703.15 | 1 | |
| 27655.31 | 1 |
total_pymnt
Real number (ℝ≥0)
| Distinct | 67404 |
|---|---|
| Distinct (%) | 87.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14781.44988 |
| Minimum | 255.56 |
|---|---|
| Maximum | 67130.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 255.56 |
|---|---|
| 5-th percentile | 2969.508 |
| Q1 | 7068.769673 |
| median | 11827.81583 |
| Q3 | 19882.555 |
| 95-th percentile | 36730.95826 |
| Maximum | 67130.85 |
| Range | 66875.29 |
| Interquartile range (IQR) | 12813.78533 |
Descriptive statistics
| Standard deviation | 10340.56827 |
|---|---|
| Coefficient of variation (CV) | 0.6995638691 |
| Kurtosis | 1.231856515 |
| Mean | 14781.44988 |
| Median Absolute Deviation (MAD) | 5767.6895 |
| Skewness | 1.211650231 |
| Sum | 1140521891 |
| Variance | 106927352.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8913.77 | 25 | < 0.1% |
| 11051.95 | 25 | < 0.1% |
| 8829.73 | 23 | < 0.1% |
| 10236.36 | 21 | < 0.1% |
| 10707.66 | 21 | < 0.1% |
| 10231.11 | 20 | < 0.1% |
| 10332.16 | 20 | < 0.1% |
| 10783.95 | 20 | < 0.1% |
| 10383.01 | 19 | < 0.1% |
| 9276.21 | 19 | < 0.1% |
| Other values (67394) | 76946 |
| Value | Count | Frequency (%) |
| 255.56 | 1 | |
| 275.43 | 1 | |
| 335.71 | 1 | |
| 365.21 | 1 | |
| 371.79 | 1 |
| Value | Count | Frequency (%) |
| 67130.85 | 1 | |
| 62884.79738 | 1 | |
| 62862.50673 | 1 | |
| 62760.91388 | 1 | |
| 62738.20434 | 1 |
total_pymnt_inv
Real number (ℝ≥0)
| Distinct | 67300 |
|---|---|
| Distinct (%) | 87.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14776.45703 |
| Minimum | 255.56 |
|---|---|
| Maximum | 67130.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 255.56 |
|---|---|
| 5-th percentile | 2967.544 |
| Q1 | 7066.28 |
| median | 11825.09 |
| Q3 | 19872.58 |
| 95-th percentile | 36722.688 |
| Maximum | 67130.85 |
| Range | 66875.29 |
| Interquartile range (IQR) | 12806.3 |
Descriptive statistics
| Standard deviation | 10337.52322 |
|---|---|
| Coefficient of variation (CV) | 0.6995941722 |
| Kurtosis | 1.231965792 |
| Mean | 14776.45703 |
| Median Absolute Deviation (MAD) | 5766.85 |
| Skewness | 1.211668264 |
| Sum | 1140136648 |
| Variance | 106864386.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11051.95 | 25 | < 0.1% |
| 8913.77 | 22 | < 0.1% |
| 10707.66 | 21 | < 0.1% |
| 10236.36 | 21 | < 0.1% |
| 10332.16 | 20 | < 0.1% |
| 10783.95 | 19 | < 0.1% |
| 10231.11 | 19 | < 0.1% |
| 5392.14 | 18 | < 0.1% |
| 10383.01 | 18 | < 0.1% |
| 9276.21 | 18 | < 0.1% |
| Other values (67290) | 76958 |
| Value | Count | Frequency (%) |
| 255.56 | 1 | |
| 275.43 | 1 | |
| 335.71 | 1 | |
| 365.21 | 1 | |
| 371.79 | 1 |
| Value | Count | Frequency (%) |
| 67130.85 | 1 | |
| 62862.51 | 1 | |
| 62839.88 | 1 | |
| 62760.91 | 1 | |
| 62693.39 | 1 |
total_rec_prncp
Real number (ℝ≥0)
| Distinct | 33349 |
|---|---|
| Distinct (%) | 43.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11370.72871 |
| Minimum | 0 |
|---|---|
| Maximum | 40000 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2000 |
| Q1 | 5000 |
| median | 9015.76 |
| Q3 | 15000 |
| 95-th percentile | 30000 |
| Maximum | 40000 |
| Range | 40000 |
| Interquartile range (IQR) | 10000 |
Descriptive statistics
| Standard deviation | 8469.378176 |
|---|---|
| Coefficient of variation (CV) | 0.7448404046 |
| Kurtosis | 1.262524012 |
| Mean | 11370.72871 |
| Median Absolute Deviation (MAD) | 4513.89 |
| Skewness | 1.284786791 |
| Sum | 877354056.8 |
| Variance | 71730366.68 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 3142 | 4.1% |
| 20000 | 1919 | 2.5% |
| 12000 | 1894 | 2.5% |
| 15000 | 1867 | 2.4% |
| 5000 | 1547 | 2.0% |
| 8000 | 1291 | 1.7% |
| 6000 | 1289 | 1.7% |
| 16000 | 1082 | 1.4% |
| 35000 | 1030 | 1.3% |
| 25000 | 960 | 1.2% |
| Other values (33339) | 61138 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 122.48 | 1 | |
| 143.1 | 1 | |
| 164.56 | 1 | |
| 180.55 | 1 |
| Value | Count | Frequency (%) |
| 40000 | 727 | |
| 39975 | 1 | < 0.1% |
| 39972.29 | 1 | < 0.1% |
| 39851.14 | 1 | < 0.1% |
| 39825 | 1 | < 0.1% |
total_rec_int
Real number (ℝ≥0)
| Distinct | 67295 |
|---|---|
| Distinct (%) | 87.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3248.986109 |
| Minimum | 19.7 |
|---|---|
| Maximum | 29566.46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 19.7 |
|---|---|
| 5-th percentile | 370.545 |
| Q1 | 1010.315 |
| median | 2090.64 |
| Q3 | 4370.36 |
| 95-th percentile | 9824.797 |
| Maximum | 29566.46 |
| Range | 29546.76 |
| Interquartile range (IQR) | 3360.045 |
Descriptive statistics
| Standard deviation | 3297.565804 |
|---|---|
| Coefficient of variation (CV) | 1.014952263 |
| Kurtosis | 7.126547491 |
| Mean | 3248.986109 |
| Median Absolute Deviation (MAD) | 1329.39 |
| Skewness | 2.237750531 |
| Sum | 250688519.2 |
| Variance | 10873940.23 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 918.99 | 21 | < 0.1% |
| 1664.83 | 17 | < 0.1% |
| 1486.49 | 17 | < 0.1% |
| 1447.66 | 14 | < 0.1% |
| 1491.73 | 14 | < 0.1% |
| 1858.56 | 13 | < 0.1% |
| 1653.79 | 12 | < 0.1% |
| 5973.75 | 11 | < 0.1% |
| 1567.06 | 11 | < 0.1% |
| 986.61 | 11 | < 0.1% |
| Other values (67285) | 77018 |
| Value | Count | Frequency (%) |
| 19.7 | 1 | |
| 25.62 | 1 | |
| 28.52 | 1 | |
| 30.42 | 1 | |
| 30.48 | 1 |
| Value | Count | Frequency (%) |
| 29566.46 | 1 | |
| 29390.54 | 1 | |
| 29146.15 | 1 | |
| 28421.14 | 1 | |
| 27937.04 | 1 |
| Distinct | 1926 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.114223746 |
| Minimum | 0 |
|---|---|
| Maximum | 947.24 |
| Zeros | 72155 |
| Zeros (%) | 93.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15.29400002 |
| Maximum | 947.24 |
| Range | 947.24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 19.569433 |
|---|---|
| Coefficient of variation (CV) | 6.283887927 |
| Kurtosis | 383.565253 |
| Mean | 3.114223746 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.25638693 |
| Sum | 240290.39 |
| Variance | 382.962708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72155 | |
| 15 | 1082 | 1.4% |
| 30 | 284 | 0.4% |
| 45 | 108 | 0.1% |
| 60 | 50 | 0.1% |
| 75 | 31 | < 0.1% |
| 16.61 | 21 | < 0.1% |
| 16.99 | 21 | < 0.1% |
| 16.76 | 19 | < 0.1% |
| 16.23 | 18 | < 0.1% |
| Other values (1916) | 3370 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 72155 | |
| 2 | 2 | < 0.1% |
| 12.21 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1082 | 1.4% |
| Value | Count | Frequency (%) |
| 947.24 | 1 | |
| 877.05 | 1 | |
| 782.18 | 1 | |
| 707.9000006 | 1 | |
| 664.16 | 1 |
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.382540448 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 41321 |
| Zeros (%) | 53.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.543909766 |
|---|---|
| Coefficient of variation (CV) | 1.840025563 |
| Kurtosis | 18.42249902 |
| Mean | 1.382540448 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.449122646 |
| Sum | 103226 |
| Variance | 6.471476899 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41321 | |
| 1 | 12703 | 16.5% |
| 2 | 6873 | 8.9% |
| 3 | 4285 | 5.6% |
| 4 | 2762 | 3.6% |
| 5 | 1847 | 2.4% |
| 6 | 1300 | 1.7% |
| 7 | 943 | 1.2% |
| 8 | 672 | 0.9% |
| 9 | 513 | 0.7% |
| Other values (26) | 1445 | 1.9% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 41321 | |
| 1 | 12703 | 16.5% |
| 2 | 6873 | 8.9% |
| 3 | 4285 | 5.6% |
| 4 | 2762 | 3.6% |
| Value | Count | Frequency (%) |
| 39 | 1 | |
| 36 | 2 | |
| 35 | 2 | |
| 34 | 1 | |
| 32 | 2 |
| Distinct | 3238 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 205.6826164 |
| Minimum | 0 |
|---|---|
| Maximum | 188066 |
| Zeros | 64954 |
| Zeros (%) | 84.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 803 |
| Maximum | 188066 |
| Range | 188066 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1578.395291 |
|---|---|
| Coefficient of variation (CV) | 7.673936272 |
| Kurtosis | 3268.30405 |
| Mean | 205.6826164 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.7144788 |
| Sum | 15870265 |
| Variance | 2491331.693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 64954 | |
| 50 | 137 | 0.2% |
| 100 | 93 | 0.1% |
| 75 | 75 | 0.1% |
| 200 | 73 | 0.1% |
| 150 | 67 | 0.1% |
| 60 | 59 | 0.1% |
| 80 | 54 | 0.1% |
| 70 | 51 | 0.1% |
| 90 | 50 | 0.1% |
| Other values (3228) | 11546 | 15.0% |
| Value | Count | Frequency (%) |
| 0 | 64954 | |
| 2 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 188066 | 1 | |
| 101936 | 1 | |
| 83947 | 1 | |
| 82672 | 1 | |
| 59667 | 1 |
tot_cur_bal
Real number (ℝ≥0)
| Distinct | 65932 |
|---|---|
| Distinct (%) | 85.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141933.8697 |
| Minimum | 0 |
|---|---|
| Maximum | 3554528 |
| Zeros | 45 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7380 |
| Q1 | 27951 |
| median | 76027 |
| Q3 | 213865.5 |
| 95-th percentile | 446071.4 |
| Maximum | 3554528 |
| Range | 3554528 |
| Interquartile range (IQR) | 185914.5 |
Descriptive statistics
| Standard deviation | 161729.885 |
|---|---|
| Coefficient of variation (CV) | 1.139473512 |
| Kurtosis | 16.52615948 |
| Mean | 141933.8697 |
| Median Absolute Deviation (MAD) | 61152 |
| Skewness | 2.612935935 |
| Sum | 1.095147545 × 1010 |
| Variance | 2.615655569 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 45 | 0.1% |
| 20271 | 6 | < 0.1% |
| 18844 | 6 | < 0.1% |
| 27559 | 6 | < 0.1% |
| 15136 | 6 | < 0.1% |
| 3553 | 6 | < 0.1% |
| 14155 | 6 | < 0.1% |
| 12963 | 6 | < 0.1% |
| 7621 | 6 | < 0.1% |
| 24886 | 5 | < 0.1% |
| Other values (65922) | 77061 |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 3554528 | 1 | |
| 3430841 | 1 | |
| 2721827 | 1 | |
| 2465768 | 1 | |
| 2289822 | 1 |
| Distinct | 45617 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35494.79575 |
| Minimum | 0 |
|---|---|
| Maximum | 827988 |
| Zeros | 8384 |
| Zeros (%) | 10.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8476 |
| median | 22889 |
| Q3 | 45805 |
| 95-th percentile | 114366.55 |
| Maximum | 827988 |
| Range | 827988 |
| Interquartile range (IQR) | 37329 |
Descriptive statistics
| Standard deviation | 44426.58065 |
|---|---|
| Coefficient of variation (CV) | 1.251636464 |
| Kurtosis | 22.2731789 |
| Mean | 35494.79575 |
| Median Absolute Deviation (MAD) | 16997.5 |
| Skewness | 3.551519658 |
| Sum | 2650183430 |
| Variance | 1973721068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8384 | 10.9% |
| 14792 | 8 | < 0.1% |
| 5294 | 8 | < 0.1% |
| 23795 | 8 | < 0.1% |
| 10410 | 8 | < 0.1% |
| 10000 | 8 | < 0.1% |
| 23264 | 7 | < 0.1% |
| 6000 | 7 | < 0.1% |
| 13358 | 7 | < 0.1% |
| 20000 | 7 | < 0.1% |
| Other values (45607) | 66212 | |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 8384 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 827988 | 1 | |
| 733565 | 1 | |
| 692277 | 1 | |
| 673058 | 1 | |
| 612554 | 1 |
total_rev_hi_lim
Real number (ℝ≥0)
| Distinct | 4033 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35074.08959 |
| Minimum | 0 |
|---|---|
| Maximum | 1417100 |
| Zeros | 89 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5500 |
| Q1 | 14500 |
| median | 25900 |
| Q3 | 44100 |
| 95-th percentile | 92800 |
| Maximum | 1417100 |
| Range | 1417100 |
| Interquartile range (IQR) | 29600 |
Descriptive statistics
| Standard deviation | 35239.60673 |
|---|---|
| Coefficient of variation (CV) | 1.004719072 |
| Kurtosis | 73.17492709 |
| Mean | 35074.08959 |
| Median Absolute Deviation (MAD) | 13400 |
| Skewness | 5.20632125 |
| Sum | 2706281679 |
| Variance | 1241829883 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11000 | 266 | 0.3% |
| 10000 | 257 | 0.3% |
| 12500 | 251 | 0.3% |
| 13000 | 237 | 0.3% |
| 14500 | 236 | 0.3% |
| 11500 | 236 | 0.3% |
| 9000 | 234 | 0.3% |
| 12000 | 234 | 0.3% |
| 8500 | 233 | 0.3% |
| 8000 | 229 | 0.3% |
| Other values (4023) | 74746 |
| Value | Count | Frequency (%) |
| 0 | 89 | |
| 200 | 5 | < 0.1% |
| 300 | 21 | < 0.1% |
| 400 | 7 | < 0.1% |
| 500 | 44 |
| Value | Count | Frequency (%) |
| 1417100 | 1 | |
| 741600 | 1 | |
| 725100 | 1 | |
| 676300 | 1 | |
| 667100 | 1 |
tot_hi_cred_lim
Real number (ℝ≥0)
| Distinct | 62193 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180055.6981 |
| Minimum | 0 |
|---|---|
| Maximum | 9999999 |
| Zeros | 7 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 18713.7 |
| Q1 | 51200 |
| median | 113063 |
| Q3 | 260709.5 |
| 95-th percentile | 520102.6 |
| Maximum | 9999999 |
| Range | 9999999 |
| Interquartile range (IQR) | 209509.5 |
Descriptive statistics
| Standard deviation | 186024.9284 |
|---|---|
| Coefficient of variation (CV) | 1.033152133 |
| Kurtosis | 116.4759464 |
| Mean | 180055.6981 |
| Median Absolute Deviation (MAD) | 78068 |
| Skewness | 4.395549425 |
| Sum | 1.389291761 × 1010 |
| Variance | 3.4605274 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11500 | 37 | < 0.1% |
| 19000 | 35 | < 0.1% |
| 20300 | 31 | < 0.1% |
| 10700 | 31 | < 0.1% |
| 13300 | 31 | < 0.1% |
| 9000 | 30 | < 0.1% |
| 8500 | 30 | < 0.1% |
| 11000 | 30 | < 0.1% |
| 16700 | 28 | < 0.1% |
| 19500 | 27 | < 0.1% |
| Other values (62183) | 76849 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 200 | 2 | < 0.1% |
| 300 | 3 | |
| 500 | 7 | |
| 600 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9999999 | 1 | |
| 4014317 | 1 | |
| 3729677 | 1 | |
| 3213729 | 1 | |
| 3087587 | 1 |
total_bal_ex_mort
Real number (ℝ≥0)
| Distinct | 55028 |
|---|---|
| Distinct (%) | 71.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51530.11973 |
| Minimum | 0 |
|---|---|
| Maximum | 912795 |
| Zeros | 60 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5860.9 |
| Q1 | 20370 |
| median | 37631 |
| Q3 | 65111.5 |
| 95-th percentile | 143118 |
| Maximum | 912795 |
| Range | 912795 |
| Interquartile range (IQR) | 44741.5 |
Descriptive statistics
| Standard deviation | 51303.24687 |
|---|---|
| Coefficient of variation (CV) | 0.9955972768 |
| Kurtosis | 21.45854348 |
| Mean | 51530.11973 |
| Median Absolute Deviation (MAD) | 20365 |
| Skewness | 3.389038094 |
| Sum | 3976012508 |
| Variance | 2632023139 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60 | 0.1% |
| 16361 | 7 | < 0.1% |
| 19422 | 7 | < 0.1% |
| 26527 | 7 | < 0.1% |
| 36071 | 7 | < 0.1% |
| 16193 | 7 | < 0.1% |
| 31020 | 7 | < 0.1% |
| 12963 | 7 | < 0.1% |
| 17148 | 7 | < 0.1% |
| 16176 | 7 | < 0.1% |
| Other values (55018) | 77036 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 912795 | 1 | |
| 897835 | 1 | |
| 866833 | 1 | |
| 804441 | 1 | |
| 785147 | 1 |
| Distinct | 2596 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24192.26444 |
| Minimum | 0 |
|---|---|
| Maximum | 711400 |
| Zeros | 1119 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2100 |
| Q1 | 8500 |
| median | 17200 |
| Q3 | 31600 |
| 95-th percentile | 70000 |
| Maximum | 711400 |
| Range | 711400 |
| Interquartile range (IQR) | 23100 |
Descriptive statistics
| Standard deviation | 24153.32399 |
|---|---|
| Coefficient of variation (CV) | 0.9983903759 |
| Kurtosis | 21.7007452 |
| Mean | 24192.26444 |
| Median Absolute Deviation (MAD) | 10200 |
| Skewness | 2.950380169 |
| Sum | 1866650932 |
| Variance | 583383059.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1119 | 1.5% |
| 5000 | 545 | 0.7% |
| 10000 | 537 | 0.7% |
| 6000 | 519 | 0.7% |
| 7000 | 499 | 0.6% |
| 3000 | 493 | 0.6% |
| 8000 | 481 | 0.6% |
| 4000 | 474 | 0.6% |
| 6500 | 451 | 0.6% |
| 2000 | 447 | 0.6% |
| Other values (2586) | 71594 |
| Value | Count | Frequency (%) |
| 0 | 1119 | |
| 200 | 12 | < 0.1% |
| 300 | 100 | 0.1% |
| 400 | 20 | < 0.1% |
| 450 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 711400 | 1 | |
| 431100 | 1 | |
| 406100 | 1 | |
| 396600 | 1 | |
| 332500 | 1 |
| Distinct | 46393 |
|---|---|
| Distinct (%) | 60.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45627.69934 |
| Minimum | 0 |
|---|---|
| Maximum | 1310923 |
| Zeros | 8759 |
| Zeros (%) | 11.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15789.5 |
| median | 34118 |
| Q3 | 61164.5 |
| 95-th percentile | 131219 |
| Maximum | 1310923 |
| Range | 1310923 |
| Interquartile range (IQR) | 45375 |
Descriptive statistics
| Standard deviation | 46748.90638 |
|---|---|
| Coefficient of variation (CV) | 1.024572947 |
| Kurtosis | 21.74917949 |
| Mean | 45627.69934 |
| Median Absolute Deviation (MAD) | 21350 |
| Skewness | 2.965208143 |
| Sum | 3520587653 |
| Variance | 2185460248 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8759 | 11.4% |
| 10000 | 511 | 0.7% |
| 15000 | 378 | 0.5% |
| 20000 | 348 | 0.5% |
| 5000 | 329 | 0.4% |
| 12000 | 256 | 0.3% |
| 25000 | 232 | 0.3% |
| 8000 | 230 | 0.3% |
| 6000 | 198 | 0.3% |
| 35000 | 137 | 0.2% |
| Other values (46383) | 65781 |
| Value | Count | Frequency (%) |
| 0 | 8759 | |
| 200 | 1 | < 0.1% |
| 311 | 1 | < 0.1% |
| 394 | 1 | < 0.1% |
| 402 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1310923 | 1 | |
| 911053 | 1 | |
| 798280 | 1 | |
| 751010 | 1 | |
| 667537 | 1 |
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 65802 |
| Missing (%) | 85.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.76349388 |
| Minimum | 0 |
|---|---|
| Maximum | 121 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 61 |
| median | 80 |
| Q3 | 96 |
| 95-th percentile | 112 |
| Maximum | 121 |
| Range | 121 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 24.74670689 |
|---|---|
| Coefficient of variation (CV) | 0.3223759842 |
| Kurtosis | -0.1264157866 |
| Mean | 76.76349388 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.6222062288 |
| Sum | 871803 |
| Variance | 612.399502 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 223 | 0.3% |
| 87 | 217 | 0.3% |
| 84 | 209 | 0.3% |
| 85 | 200 | 0.3% |
| 80 | 198 | 0.3% |
| 90 | 193 | 0.3% |
| 89 | 191 | 0.2% |
| 82 | 190 | 0.2% |
| 100 | 189 | 0.2% |
| 96 | 185 | 0.2% |
| Other values (112) | 9362 | 12.1% |
| (Missing) | 65802 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 11 | |
| 4 | 7 |
| Value | Count | Frequency (%) |
| 121 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 119 | 15 | < 0.1% |
| 118 | 57 | |
| 117 | 69 |
| Distinct | 136 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 57285 |
| Missing (%) | 74.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.97599879 |
| Minimum | 0 |
|---|---|
| Maximum | 177 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 27 |
| median | 44 |
| Q3 | 61 |
| 95-th percentile | 78 |
| Maximum | 177 |
| Range | 177 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 21.8618066 |
|---|---|
| Coefficient of variation (CV) | 0.4971304165 |
| Kurtosis | -0.4417200591 |
| Mean | 43.97599879 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.1624794266 |
| Sum | 873979 |
| Variance | 477.9385876 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 360 | 0.5% |
| 47 | 342 | 0.4% |
| 44 | 333 | 0.4% |
| 29 | 325 | 0.4% |
| 36 | 322 | 0.4% |
| 30 | 322 | 0.4% |
| 42 | 321 | 0.4% |
| 46 | 317 | 0.4% |
| 35 | 314 | 0.4% |
| 48 | 312 | 0.4% |
| Other values (126) | 16606 | 21.5% |
| (Missing) | 57285 |
| Value | Count | Frequency (%) |
| 0 | 9 | < 0.1% |
| 1 | 41 | |
| 2 | 52 | |
| 3 | 89 | |
| 4 | 79 |
| Value | Count | Frequency (%) |
| 177 | 1 | |
| 151 | 1 | |
| 150 | 1 | |
| 146 | 2 | |
| 142 | 1 |
| Distinct | 338 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1047 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.26194293 |
| Minimum | 0 |
|---|---|
| Maximum | 551 |
| Zeros | 508 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 14 |
| Q3 | 30 |
| 95-th percentile | 89 |
| Maximum | 551 |
| Range | 551 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 33.22145902 |
|---|---|
| Coefficient of variation (CV) | 1.315079332 |
| Kurtosis | 20.64071414 |
| Mean | 25.26194293 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 3.587912307 |
| Sum | 1922737 |
| Variance | 1103.665339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3467 | 4.5% |
| 4 | 3407 | 4.4% |
| 5 | 3317 | 4.3% |
| 2 | 3196 | 4.1% |
| 6 | 2861 | 3.7% |
| 7 | 2748 | 3.6% |
| 8 | 2692 | 3.5% |
| 9 | 2548 | 3.3% |
| 1 | 2472 | 3.2% |
| 12 | 2394 | 3.1% |
| Other values (328) | 47010 |
| Value | Count | Frequency (%) |
| 0 | 508 | 0.7% |
| 1 | 2472 | |
| 2 | 3196 | |
| 3 | 3467 | |
| 4 | 3407 |
| Value | Count | Frequency (%) |
| 551 | 1 | |
| 520 | 1 | |
| 488 | 1 | |
| 453 | 1 | |
| 445 | 1 |
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 59765 |
| Missing (%) | 77.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.99954007 |
| Minimum | 0 |
|---|---|
| Maximum | 150 |
| Zeros | 35 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 20 |
| median | 35 |
| Q3 | 54 |
| 95-th percentile | 77 |
| Maximum | 150 |
| Range | 150 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 22.53914614 |
|---|---|
| Coefficient of variation (CV) | 0.5931426036 |
| Kurtosis | -0.3110550043 |
| Mean | 37.99954007 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.4888227856 |
| Sum | 660964 |
| Variance | 508.0131085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32 | 323 | 0.4% |
| 31 | 310 | 0.4% |
| 22 | 300 | 0.4% |
| 35 | 297 | 0.4% |
| 34 | 296 | 0.4% |
| 33 | 296 | 0.4% |
| 43 | 293 | 0.4% |
| 30 | 290 | 0.4% |
| 18 | 290 | 0.4% |
| 42 | 288 | 0.4% |
| Other values (121) | 14411 | 18.7% |
| (Missing) | 59765 |
| Value | Count | Frequency (%) |
| 0 | 35 | < 0.1% |
| 1 | 85 | |
| 2 | 99 | |
| 3 | 125 | |
| 4 | 173 |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 146 | 2 | |
| 145 | 1 | |
| 140 | 1 | |
| 131 | 1 |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9243 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.165012663 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 5742 |
| Zeros (%) | 7.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 19 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.994870937 |
|---|---|
| Coefficient of variation (CV) | 0.8366867191 |
| Kurtosis | -0.1832724765 |
| Mean | 7.165012663 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.8271823391 |
| Sum | 486619 |
| Variance | 35.93847755 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7057 | 9.1% |
| 2 | 5996 | 7.8% |
| 0 | 5742 | 7.4% |
| 3 | 5453 | 7.1% |
| 4 | 4941 | 6.4% |
| 5 | 4285 | 5.6% |
| 6 | 3776 | 4.9% |
| 7 | 3540 | 4.6% |
| 8 | 3258 | 4.2% |
| 9 | 2917 | 3.8% |
| Other values (15) | 20951 | |
| (Missing) | 9243 |
| Value | Count | Frequency (%) |
| 0 | 5742 | |
| 1 | 7057 | |
| 2 | 5996 | |
| 3 | 5453 | |
| 4 | 4941 |
| Value | Count | Frequency (%) |
| 24 | 310 | 0.4% |
| 23 | 595 | |
| 22 | 689 | |
| 21 | 788 | |
| 20 | 873 |
| Distinct | 254 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 4879 |
| Missing (%) | 6.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.81672662 |
| Minimum | 0 |
|---|---|
| Maximum | 424 |
| Zeros | 48 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 14 |
| Q3 | 25 |
| 95-th percentile | 72 |
| Maximum | 424 |
| Range | 424 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 26.18977744 |
|---|---|
| Coefficient of variation (CV) | 1.200444865 |
| Kurtosis | 18.18216918 |
| Mean | 21.81672662 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.454350982 |
| Sum | 1576913 |
| Variance | 685.9044422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 3286 | 4.3% |
| 4 | 3131 | 4.1% |
| 7 | 2885 | 3.7% |
| 2 | 2813 | 3.6% |
| 6 | 2727 | 3.5% |
| 8 | 2721 | 3.5% |
| 5 | 2695 | 3.5% |
| 11 | 2649 | 3.4% |
| 9 | 2592 | 3.4% |
| 12 | 2581 | 3.3% |
| Other values (244) | 44200 | |
| (Missing) | 4879 | 6.3% |
| Value | Count | Frequency (%) |
| 0 | 48 | 0.1% |
| 1 | 1494 | |
| 2 | 2813 | |
| 3 | 3286 | |
| 4 | 3131 |
| Value | Count | Frequency (%) |
| 424 | 1 | |
| 421 | 1 | |
| 414 | 2 | |
| 407 | 1 | |
| 375 | 1 |
| Distinct | 123 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 39645 |
| Missing (%) | 51.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.10262835 |
| Minimum | 0 |
|---|---|
| Maximum | 150 |
| Zeros | 66 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 31 |
| Q3 | 49 |
| 95-th percentile | 74 |
| Maximum | 150 |
| Range | 150 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 21.88856168 |
|---|---|
| Coefficient of variation (CV) | 0.6418438324 |
| Kurtosis | -0.6213185969 |
| Mean | 34.10262835 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.4971936424 |
| Sum | 1279326 |
| Variance | 479.1091323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 794 | 1.0% |
| 9 | 781 | 1.0% |
| 7 | 765 | 1.0% |
| 12 | 732 | 0.9% |
| 13 | 710 | 0.9% |
| 8 | 705 | 0.9% |
| 10 | 693 | 0.9% |
| 18 | 692 | 0.9% |
| 11 | 679 | 0.9% |
| 19 | 665 | 0.9% |
| Other values (113) | 30298 | |
| (Missing) | 39645 |
| Value | Count | Frequency (%) |
| 0 | 66 | 0.1% |
| 1 | 234 | |
| 2 | 355 | |
| 3 | 437 | |
| 4 | 506 |
| Value | Count | Frequency (%) |
| 150 | 1 | |
| 146 | 2 | |
| 142 | 1 | |
| 131 | 1 | |
| 128 | 1 |
| Distinct | 137 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 51792 |
| Missing (%) | 67.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.96712264 |
| Minimum | 0 |
|---|---|
| Maximum | 177 |
| Zeros | 57 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 17 |
| median | 32 |
| Q3 | 49 |
| 95-th percentile | 76 |
| Maximum | 177 |
| Range | 177 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 22.24966974 |
|---|---|
| Coefficient of variation (CV) | 0.6363025624 |
| Kurtosis | -0.09559463036 |
| Mean | 34.96712264 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.6225659719 |
| Sum | 887011 |
| Variance | 495.0478034 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 501 | 0.6% |
| 18 | 492 | 0.6% |
| 19 | 469 | 0.6% |
| 20 | 466 | 0.6% |
| 6 | 465 | 0.6% |
| 22 | 464 | 0.6% |
| 12 | 462 | 0.6% |
| 32 | 459 | 0.6% |
| 7 | 454 | 0.6% |
| 13 | 449 | 0.6% |
| Other values (127) | 20686 | 26.8% |
| (Missing) | 51792 |
| Value | Count | Frequency (%) |
| 0 | 57 | 0.1% |
| 1 | 148 | |
| 2 | 203 | |
| 3 | 247 | |
| 4 | 309 |
| Value | Count | Frequency (%) |
| 177 | 1 | |
| 150 | 1 | |
| 146 | 2 | |
| 145 | 1 | |
| 142 | 2 |
| Distinct | 434 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 2437 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.8520516 |
| Minimum | 0 |
|---|---|
| Maximum | 999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 91 |
| median | 130 |
| Q3 | 154 |
| 95-th percentile | 214 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 55.05495386 |
|---|---|
| Coefficient of variation (CV) | 0.4409615473 |
| Kurtosis | 3.585459529 |
| Mean | 124.8520516 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 0.5020735314 |
| Sum | 9329195 |
| Variance | 3031.047944 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 131 | 959 | 1.2% |
| 124 | 903 | 1.2% |
| 134 | 899 | 1.2% |
| 130 | 894 | 1.2% |
| 133 | 893 | 1.2% |
| 136 | 892 | 1.2% |
| 123 | 885 | 1.1% |
| 132 | 883 | 1.1% |
| 121 | 876 | 1.1% |
| 142 | 870 | 1.1% |
| Other values (424) | 65768 | |
| (Missing) | 2437 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 14 | < 0.1% |
| 2 | 40 | |
| 3 | 55 | |
| 4 | 60 |
| Value | Count | Frequency (%) |
| 999 | 2 | |
| 677 | 1 | |
| 609 | 1 | |
| 562 | 1 | |
| 552 | 1 |
mo_sin_old_rev_tl_op
Real number (ℝ≥0)
| Distinct | 657 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.421584 |
| Minimum | 3 |
|---|---|
| Maximum | 821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 115 |
| median | 161 |
| Q3 | 231 |
| 95-th percentile | 371 |
| Maximum | 821 |
| Range | 818 |
| Interquartile range (IQR) | 116 |
Descriptive statistics
| Standard deviation | 99.8356407 |
|---|---|
| Coefficient of variation (CV) | 0.5564304944 |
| Kurtosis | 1.281477517 |
| Mean | 179.421584 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 0.9801326024 |
| Sum | 13843990 |
| Variance | 9967.155153 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135 | 490 | 0.6% |
| 130 | 488 | 0.6% |
| 121 | 479 | 0.6% |
| 136 | 468 | 0.6% |
| 141 | 466 | 0.6% |
| 133 | 459 | 0.6% |
| 123 | 458 | 0.6% |
| 129 | 456 | 0.6% |
| 132 | 452 | 0.6% |
| 145 | 452 | 0.6% |
| Other values (647) | 72491 |
| Value | Count | Frequency (%) |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 5 | |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 821 | 1 | |
| 803 | 1 | |
| 785 | 1 | |
| 738 | 1 | |
| 731 | 1 |
| Distinct | 206 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.80187664 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 1299 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 9 |
| Q3 | 18 |
| 95-th percentile | 47 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 18.30935449 |
|---|---|
| Coefficient of variation (CV) | 1.236961699 |
| Kurtosis | 21.58205766 |
| Mean | 14.80187664 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 3.604480607 |
| Sum | 1142098 |
| Variance | 335.2324618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5333 | 6.9% |
| 3 | 5180 | 6.7% |
| 4 | 4925 | 6.4% |
| 1 | 4725 | 6.1% |
| 5 | 4410 | 5.7% |
| 6 | 3840 | 5.0% |
| 7 | 3668 | 4.8% |
| 8 | 3373 | 4.4% |
| 9 | 3036 | 3.9% |
| 10 | 2612 | 3.4% |
| Other values (196) | 36057 |
| Value | Count | Frequency (%) |
| 0 | 1299 | 1.7% |
| 1 | 4725 | |
| 2 | 5333 | |
| 3 | 5180 | |
| 4 | 4925 |
| Value | Count | Frequency (%) |
| 365 | 1 | |
| 292 | 1 | |
| 289 | 1 | |
| 267 | 1 | |
| 262 | 1 |
| Distinct | 141 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.674892106 |
| Minimum | 0 |
|---|---|
| Maximum | 257 |
| Zeros | 1348 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 24 |
| Maximum | 257 |
| Range | 257 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 9.356698493 |
|---|---|
| Coefficient of variation (CV) | 1.078595374 |
| Kurtosis | 39.26949088 |
| Mean | 8.674892106 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 4.287612059 |
| Sum | 669346 |
| Variance | 87.54780669 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 7899 | 10.2% |
| 3 | 7758 | 10.1% |
| 4 | 6895 | 8.9% |
| 1 | 6257 | 8.1% |
| 5 | 5752 | 7.5% |
| 6 | 4982 | 6.5% |
| 7 | 4478 | 5.8% |
| 8 | 3888 | 5.0% |
| 9 | 3374 | 4.4% |
| 10 | 2820 | 3.7% |
| Other values (131) | 23056 |
| Value | Count | Frequency (%) |
| 0 | 1348 | 1.7% |
| 1 | 6257 | |
| 2 | 7899 | |
| 3 | 7758 | |
| 4 | 6895 |
| Value | Count | Frequency (%) |
| 257 | 1 | |
| 186 | 1 | |
| 175 | 1 | |
| 172 | 1 | |
| 149 | 1 |
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.826596486 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 8630 |
| Zeros (%) | 11.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 9 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.051640566 |
|---|---|
| Coefficient of variation (CV) | 1.079616628 |
| Kurtosis | 12.18280642 |
| Mean | 2.826596486 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.876036507 |
| Sum | 211045 |
| Variance | 9.312510142 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 19151 | |
| 2 | 17653 | |
| 3 | 11212 | |
| 0 | 8630 | |
| 4 | 6128 | 7.9% |
| 5 | 3377 | 4.4% |
| 6 | 2010 | 2.6% |
| 7 | 1413 | 1.8% |
| 8 | 1047 | 1.4% |
| 9 | 821 | 1.1% |
| Other values (28) | 3222 | 4.2% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 8630 | |
| 1 | 19151 | |
| 2 | 17653 | |
| 3 | 11212 | |
| 4 | 6128 | 7.9% |
| Value | Count | Frequency (%) |
| 39 | 1 | |
| 36 | 1 | |
| 35 | 1 | |
| 34 | 2 | |
| 33 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6102807243 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 42695 |
| Zeros (%) | 55.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8519510947 |
|---|---|
| Coefficient of variation (CV) | 1.395998695 |
| Kurtosis | 3.132045795 |
| Mean | 0.6102807243 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.614731795 |
| Sum | 45566 |
| Variance | 0.7258206677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42695 | |
| 1 | 21871 | |
| 2 | 7505 | 9.7% |
| 3 | 1880 | 2.4% |
| 4 | 542 | 0.7% |
| 5 | 149 | 0.2% |
| 6 | 22 | < 0.1% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 42695 | |
| 1 | 21871 | |
| 2 | 7505 | 9.7% |
| 3 | 1880 | 2.4% |
| 4 | 542 | 0.7% |
| Value | Count | Frequency (%) |
| 6 | 22 | < 0.1% |
| 5 | 149 | 0.2% |
| 4 | 542 | 0.7% |
| 3 | 1880 | 2.4% |
| 2 | 7505 |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.473775849 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 21305 |
| Zeros (%) | 27.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.489970007 |
|---|---|
| Coefficient of variation (CV) | 1.01098821 |
| Kurtosis | 4.141000406 |
| Mean | 1.473775849 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.596684595 |
| Sum | 110038 |
| Variance | 2.220010623 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 23959 | |
| 0 | 21305 | |
| 2 | 15075 | |
| 3 | 7580 | 9.8% |
| 4 | 3541 | 4.6% |
| 5 | 1665 | 2.2% |
| 6 | 793 | 1.0% |
| 7 | 371 | 0.5% |
| 8 | 181 | 0.2% |
| 9 | 121 | 0.2% |
| Other values (6) | 73 | 0.1% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 21305 | |
| 1 | 23959 | |
| 2 | 15075 | |
| 3 | 7580 | 9.8% |
| 4 | 3541 | 4.6% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 5 | < 0.1% |
| 12 | 15 | |
| 11 | 19 |
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 13262 |
| Missing (%) | 17.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.88468942 |
| Minimum | 0 |
|---|---|
| Maximum | 351 |
| Zeros | 451 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 53 |
| median | 70 |
| Q3 | 85 |
| 95-th percentile | 102 |
| Maximum | 351 |
| Range | 351 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 24.47846333 |
|---|---|
| Coefficient of variation (CV) | 0.3605888683 |
| Kurtosis | 1.077886722 |
| Mean | 67.88468942 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.2032076416 |
| Sum | 4337628 |
| Variance | 599.195167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 72 | 1182 | 1.5% |
| 75 | 1177 | 1.5% |
| 80 | 1118 | 1.4% |
| 83 | 1110 | 1.4% |
| 73 | 1104 | 1.4% |
| 70 | 1103 | 1.4% |
| 81 | 1096 | 1.4% |
| 69 | 1090 | 1.4% |
| 71 | 1086 | 1.4% |
| 77 | 1083 | 1.4% |
| Other values (183) | 52748 | |
| (Missing) | 13262 | 17.2% |
| Value | Count | Frequency (%) |
| 0 | 451 | |
| 1 | 17 | < 0.1% |
| 2 | 42 | 0.1% |
| 3 | 102 | 0.1% |
| 4 | 74 | 0.1% |
| Value | Count | Frequency (%) |
| 351 | 1 | |
| 323 | 1 | |
| 320 | 1 | |
| 231 | 1 | |
| 224 | 1 |
| Distinct | 1117 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 1154 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.58997566 |
| Minimum | 0 |
|---|---|
| Maximum | 178.3 |
| Zeros | 1122 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.1 |
| Q1 | 30.9 |
| median | 55.4 |
| Q3 | 80.2 |
| 95-th percentile | 97.3 |
| Maximum | 178.3 |
| Range | 178.3 |
| Interquartile range (IQR) | 49.3 |
Descriptive statistics
| Standard deviation | 28.99946964 |
|---|---|
| Coefficient of variation (CV) | 0.531223348 |
| Kurtosis | -1.110698425 |
| Mean | 54.58997566 |
| Median Absolute Deviation (MAD) | 24.6 |
| Skewness | -0.1265071669 |
| Sum | 4149111.1 |
| Variance | 840.9692392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1122 | 1.5% |
| 99 | 254 | 0.3% |
| 98 | 238 | 0.3% |
| 96 | 211 | 0.3% |
| 95 | 204 | 0.3% |
| 97 | 203 | 0.3% |
| 92 | 179 | 0.2% |
| 88 | 171 | 0.2% |
| 94 | 165 | 0.2% |
| 100 | 160 | 0.2% |
| Other values (1107) | 73098 | |
| (Missing) | 1154 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 1122 | |
| 0.1 | 95 | 0.1% |
| 0.2 | 73 | 0.1% |
| 0.3 | 48 | 0.1% |
| 0.4 | 51 | 0.1% |
| Value | Count | Frequency (%) |
| 178.3 | 1 | |
| 151.4 | 1 | |
| 142.7 | 1 | |
| 137 | 1 | |
| 136 | 1 |
| Distinct | 154 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2511 |
| Missing (%) | 3.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.53083807 |
| Minimum | 0 |
|---|---|
| Maximum | 182 |
| Zeros | 137 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 42 |
| median | 57 |
| Q3 | 71 |
| 95-th percentile | 90 |
| Maximum | 182 |
| Range | 182 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 21.31006931 |
|---|---|
| Coefficient of variation (CV) | 0.3769636191 |
| Kurtosis | -0.07127300156 |
| Mean | 56.53083807 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.0449939762 |
| Sum | 4219914 |
| Variance | 454.1190538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 1439 | 1.9% |
| 61 | 1419 | 1.8% |
| 60 | 1410 | 1.8% |
| 62 | 1404 | 1.8% |
| 63 | 1375 | 1.8% |
| 53 | 1348 | 1.7% |
| 55 | 1348 | 1.7% |
| 58 | 1330 | 1.7% |
| 57 | 1328 | 1.7% |
| 51 | 1319 | 1.7% |
| Other values (144) | 60928 | |
| (Missing) | 2511 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 137 | |
| 1 | 97 | |
| 2 | 82 | |
| 3 | 89 | |
| 4 | 109 |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 177 | 1 | |
| 164 | 1 | |
| 161 | 1 | |
| 155 | 1 |
| Distinct | 1074 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 103 |
| Missing (%) | 0.1% |
| Memory size | 602.9 KiB |
| 0% | 509 |
|---|---|
| 59% | 167 |
| 54% | 164 |
| 51% | 162 |
| 43% | 157 |
| Other values (1069) |
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 56.30% |
|---|---|
| 2nd row | 43.50% |
| 3rd row | 9.70% |
| 4th row | 86.90% |
| 5th row | 24.20% |
| Value | Count | Frequency (%) |
| 0% | 509 | 0.7% |
| 59% | 167 | 0.2% |
| 54% | 164 | 0.2% |
| 51% | 162 | 0.2% |
| 43% | 157 | 0.2% |
| 60% | 157 | 0.2% |
| 36% | 155 | 0.2% |
| 53% | 155 | 0.2% |
| 42% | 155 | 0.2% |
| 55% | 153 | 0.2% |
| Other values (1064) | 75122 |
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.229307297 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 28516 |
| Zeros (%) | 37.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.448808283 |
|---|---|
| Coefficient of variation (CV) | 1.178556645 |
| Kurtosis | 7.495193356 |
| Mean | 1.229307297 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.981412379 |
| Sum | 91785 |
| Variance | 2.099045441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28516 | |
| 1 | 22273 | |
| 2 | 12579 | |
| 3 | 5967 | 7.7% |
| 4 | 2803 | 3.6% |
| 5 | 1293 | 1.7% |
| 6 | 584 | 0.8% |
| 7 | 336 | 0.4% |
| 8 | 149 | 0.2% |
| 9 | 76 | 0.1% |
| Other values (10) | 88 | 0.1% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 28516 | |
| 1 | 22273 | |
| 2 | 12579 | |
| 3 | 5967 | 7.7% |
| 4 | 2803 | 3.6% |
| Value | Count | Frequency (%) |
| 22 | 2 | |
| 20 | 1 | < 0.1% |
| 17 | 2 | |
| 16 | 1 | < 0.1% |
| 15 | 4 |
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.657090432 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 12541 |
| Zeros (%) | 16.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 7 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.516520522 |
|---|---|
| Coefficient of variation (CV) | 0.947096302 |
| Kurtosis | 6.970025014 |
| Mean | 2.657090432 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.899154687 |
| Sum | 198389 |
| Variance | 6.332875538 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 16324 | |
| 2 | 14369 | |
| 0 | 12541 | |
| 3 | 10800 | |
| 4 | 7251 | |
| 5 | 4811 | 6.2% |
| 6 | 2990 | 3.9% |
| 7 | 1990 | 2.6% |
| 8 | 1210 | 1.6% |
| 9 | 807 | 1.0% |
| Other values (23) | 1571 | 2.0% |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 12541 | |
| 1 | 16324 | |
| 2 | 14369 | |
| 3 | 10800 | |
| 4 | 7251 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 3 | |
| 28 | 3 |
| Distinct | 17054 |
|---|---|
| Distinct (%) | 22.8% |
| Missing | 2495 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5711.205012 |
| Minimum | 0 |
|---|---|
| Maximum | 571793 |
| Zeros | 2122 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 301 |
| Q1 | 2206 |
| median | 4329 |
| Q3 | 7465 |
| 95-th percentile | 16106 |
| Maximum | 571793 |
| Range | 571793 |
| Interquartile range (IQR) | 5259 |
Descriptive statistics
| Standard deviation | 5900.140827 |
|---|---|
| Coefficient of variation (CV) | 1.033081603 |
| Kurtosis | 1268.549545 |
| Mean | 5711.205012 |
| Median Absolute Deviation (MAD) | 2444 |
| Skewness | 16.33796736 |
| Sum | 426421411 |
| Variance | 34811661.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2122 | 2.8% |
| 8 | 32 | < 0.1% |
| 2000 | 29 | < 0.1% |
| 3000 | 26 | < 0.1% |
| 4000 | 25 | < 0.1% |
| 5000 | 25 | < 0.1% |
| 1800 | 25 | < 0.1% |
| 2800 | 23 | < 0.1% |
| 2400 | 22 | < 0.1% |
| 1960 | 21 | < 0.1% |
| Other values (17044) | 72314 | |
| (Missing) | 2495 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 2122 | |
| 1 | 9 | < 0.1% |
| 2 | 13 | < 0.1% |
| 3 | 14 | < 0.1% |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 571793 | 1 | |
| 325000 | 1 | |
| 137589 | 1 | |
| 133990 | 1 | |
| 114165 | 1 |
avg_cur_bal
Real number (ℝ≥0)
| Distinct | 31197 |
|---|---|
| Distinct (%) | 40.4% |
| Missing | 7 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13693.83093 |
| Minimum | 0 |
|---|---|
| Maximum | 646339 |
| Zeros | 38 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1018 |
| Q1 | 3017 |
| median | 7213.5 |
| Q3 | 19130.25 |
| 95-th percentile | 44609.25 |
| Maximum | 646339 |
| Range | 646339 |
| Interquartile range (IQR) | 16113.25 |
Descriptive statistics
| Standard deviation | 16841.88393 |
|---|---|
| Coefficient of variation (CV) | 1.229888408 |
| Kurtosis | 51.88129155 |
| Mean | 13693.83093 |
| Median Absolute Deviation (MAD) | 5335.5 |
| Skewness | 4.053050339 |
| Sum | 1056506444 |
| Variance | 283649054.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38 | < 0.1% |
| 2929 | 19 | < 0.1% |
| 1406 | 18 | < 0.1% |
| 1569 | 18 | < 0.1% |
| 3375 | 18 | < 0.1% |
| 2960 | 18 | < 0.1% |
| 1785 | 17 | < 0.1% |
| 2757 | 17 | < 0.1% |
| 2445 | 17 | < 0.1% |
| 2435 | 17 | < 0.1% |
| Other values (31187) | 76955 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 4 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 646339 | 1 | |
| 389375 | 1 | |
| 370743 | 1 | |
| 345224 | 1 | |
| 301425 | 1 |
| Distinct | 29322 |
|---|---|
| Distinct (%) | 38.6% |
| Missing | 1116 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12649.58028 |
| Minimum | 0 |
|---|---|
| Maximum | 349254 |
| Zeros | 801 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 202 |
| Q1 | 2096 |
| median | 6367 |
| Q3 | 16077.5 |
| 95-th percentile | 46214.9 |
| Maximum | 349254 |
| Range | 349254 |
| Interquartile range (IQR) | 13981.5 |
Descriptive statistics
| Standard deviation | 17674.28531 |
|---|---|
| Coefficient of variation (CV) | 1.397223064 |
| Kurtosis | 20.69791469 |
| Mean | 12649.58028 |
| Median Absolute Deviation (MAD) | 5264 |
| Skewness | 3.463440516 |
| Sum | 961912033 |
| Variance | 312380361.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 801 | 1.0% |
| 500 | 76 | 0.1% |
| 2000 | 74 | 0.1% |
| 1000 | 60 | 0.1% |
| 4000 | 56 | 0.1% |
| 2500 | 53 | 0.1% |
| 3000 | 52 | 0.1% |
| 5000 | 52 | 0.1% |
| 3500 | 52 | 0.1% |
| 300 | 45 | 0.1% |
| Other values (29312) | 74722 | |
| (Missing) | 1116 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 801 | |
| 1 | 8 | < 0.1% |
| 2 | 16 | < 0.1% |
| 3 | 10 | < 0.1% |
| 4 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 349254 | 1 | |
| 347567 | 1 | |
| 244011 | 1 | |
| 242453 | 1 | |
| 238717 | 1 |
| Distinct | 5971 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158.6207665 |
| Minimum | 0 |
|---|---|
| Maximum | 34182.84 |
| Zeros | 70460 |
| Zeros (%) | 91.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1102.465 |
| Maximum | 34182.84 |
| Range | 34182.84 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 759.3200689 |
|---|---|
| Coefficient of variation (CV) | 4.787015508 |
| Kurtosis | 175.0941821 |
| Mean | 158.6207665 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.689630714 |
| Sum | 12239019.72 |
| Variance | 576566.967 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70460 | |
| 150 | 89 | 0.1% |
| 200 | 67 | 0.1% |
| 100 | 66 | 0.1% |
| 50 | 59 | 0.1% |
| 250 | 44 | 0.1% |
| 25 | 27 | < 0.1% |
| 300 | 27 | < 0.1% |
| 350 | 20 | < 0.1% |
| 400 | 17 | < 0.1% |
| Other values (5961) | 6283 | 8.1% |
| Value | Count | Frequency (%) |
| 0 | 70460 | |
| 20 | 1 | < 0.1% |
| 24.17 | 1 | < 0.1% |
| 25 | 27 | < 0.1% |
| 25.79 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 34182.84 | 1 | |
| 22942.16 | 1 | |
| 22697.32 | 1 | |
| 20616 | 1 | |
| 19984.77 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008359361837 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 76572 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1018000853 |
|---|---|
| Coefficient of variation (CV) | 12.1779733 |
| Kurtosis | 346.7628905 |
| Mean | 0.008359361837 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.63799018 |
| Sum | 645 |
| Variance | 0.01036325736 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 76572 | |
| 1 | 546 | 0.7% |
| 2 | 28 | < 0.1% |
| 3 | 10 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 76572 | |
| 1 | 546 | 0.7% |
| 2 | 28 | < 0.1% |
| 3 | 10 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 10 | < 0.1% |
| 2 | 28 | < 0.1% |
| 1 | 546 |
| Distinct | 6015 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.85720731 |
| Minimum | 0 |
|---|---|
| Maximum | 6152.9112 |
| Zeros | 70460 |
| Zeros (%) | 91.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 189.68202 |
| Maximum | 6152.9112 |
| Range | 6152.9112 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 134.8712972 |
|---|---|
| Coefficient of variation (CV) | 4.841522543 |
| Kurtosis | 184.3472974 |
| Mean | 27.85720731 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.9637546 |
| Sum | 2149434.259 |
| Variance | 18190.26681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70460 | |
| 27 | 86 | 0.1% |
| 36 | 64 | 0.1% |
| 18 | 63 | 0.1% |
| 9 | 54 | 0.1% |
| 45 | 40 | 0.1% |
| 54 | 25 | < 0.1% |
| 4.5 | 24 | < 0.1% |
| 63 | 19 | < 0.1% |
| 72 | 17 | < 0.1% |
| Other values (6005) | 6307 | 8.2% |
| Value | Count | Frequency (%) |
| 0 | 70460 | |
| 3.1836 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.6592 | 1 | < 0.1% |
| 3.8264 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6152.9112 | 1 | |
| 4129.5888 | 1 | |
| 4085.5176 | 1 | |
| 3710.88 | 1 | |
| 3597.2586 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02248603533 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 75573 |
| Zeros (%) | 97.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.163157986 |
|---|---|
| Coefficient of variation (CV) | 7.255969474 |
| Kurtosis | 97.57188697 |
| Mean | 0.02248603533 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.628557577 |
| Sum | 1735 |
| Variance | 0.02662052838 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75573 | |
| 1 | 1461 | 1.9% |
| 2 | 106 | 0.1% |
| 3 | 15 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 75573 | |
| 1 | 1461 | 1.9% |
| 2 | 106 | 0.1% |
| 3 | 15 | < 0.1% |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 3 | 15 | < 0.1% |
| 2 | 106 | 0.1% |
| 1 | 1461 |
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.512344639 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 59899 |
| Zeros (%) | 77.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.46635099 |
|---|---|
| Coefficient of variation (CV) | 2.862040273 |
| Kurtosis | 68.39679561 |
| Mean | 0.512344639 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.181207531 |
| Sum | 39532 |
| Variance | 2.150185227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 59899 | |
| 1 | 9223 | 12.0% |
| 2 | 3487 | 4.5% |
| 3 | 1603 | 2.1% |
| 4 | 1000 | 1.3% |
| 5 | 623 | 0.8% |
| 6 | 428 | 0.6% |
| 7 | 280 | 0.4% |
| 8 | 181 | 0.2% |
| 9 | 99 | 0.1% |
| Other values (23) | 336 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 59899 | |
| 1 | 9223 | 12.0% |
| 2 | 3487 | 4.5% |
| 3 | 1603 | 2.1% |
| 4 | 1000 | 1.3% |
| Value | Count | Frequency (%) |
| 45 | 1 | |
| 36 | 1 | |
| 35 | 1 | |
| 33 | 1 | |
| 30 | 1 |
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.612008968 |
| Minimum | 0 |
|---|---|
| Maximum | 29 |
| Zeros | 2173 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 29 |
| Range | 29 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.381453348 |
|---|---|
| Coefficient of variation (CV) | 0.6593154583 |
| Kurtosis | 4.558313017 |
| Mean | 3.612008968 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.526674259 |
| Sum | 278699 |
| Variance | 5.671320051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 15817 | |
| 3 | 15751 | |
| 4 | 11948 | |
| 1 | 10056 | |
| 5 | 8161 | |
| 6 | 5141 | 6.7% |
| 7 | 3090 | 4.0% |
| 0 | 2173 | 2.8% |
| 8 | 1935 | 2.5% |
| 9 | 1168 | 1.5% |
| Other values (18) | 1919 | 2.5% |
| Value | Count | Frequency (%) |
| 0 | 2173 | 2.8% |
| 1 | 10056 | |
| 2 | 15817 | |
| 3 | 15751 | |
| 4 | 11948 |
| Value | Count | Frequency (%) |
| 29 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 2 | |
| 24 | 4 | |
| 23 | 4 |
num_actv_rev_tl
Real number (ℝ≥0)
| Distinct | 38 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.442825853 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 552 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.418811177 |
|---|---|
| Coefficient of variation (CV) | 0.6281316488 |
| Kurtosis | 4.904826513 |
| Mean | 5.442825853 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.622732073 |
| Sum | 419963 |
| Variance | 11.68826987 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 11576 | |
| 3 | 11389 | |
| 5 | 10475 | |
| 2 | 8515 | |
| 6 | 8221 | |
| 7 | 6430 | |
| 8 | 4564 | 5.9% |
| 1 | 3802 | 4.9% |
| 9 | 3321 | 4.3% |
| 10 | 2285 | 3.0% |
| Other values (28) | 6581 |
| Value | Count | Frequency (%) |
| 0 | 552 | 0.7% |
| 1 | 3802 | 4.9% |
| 2 | 8515 | |
| 3 | 11389 | |
| 4 | 11576 |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 36 | 4 | |
| 34 | 3 | |
| 33 | 1 | < 0.1% |
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.732007932 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 1062 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.124581851 |
|---|---|
| Coefficient of variation (CV) | 0.6603078219 |
| Kurtosis | 6.181145718 |
| Mean | 4.732007932 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.738561192 |
| Sum | 365117 |
| Variance | 9.763011742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 13151 | |
| 4 | 12135 | |
| 2 | 11078 | |
| 5 | 9743 | |
| 6 | 7265 | |
| 1 | 5976 | |
| 7 | 5073 | 6.6% |
| 8 | 3617 | 4.7% |
| 9 | 2434 | 3.2% |
| 10 | 1667 | 2.2% |
| Other values (29) | 5020 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 1062 | 1.4% |
| 1 | 5976 | |
| 2 | 11078 | |
| 3 | 13151 | |
| 4 | 12135 |
| Value | Count | Frequency (%) |
| 45 | 1 | |
| 42 | 1 | |
| 40 | 1 | |
| 38 | 1 | |
| 37 | 1 |
num_bc_tl
Real number (ℝ≥0)
| Distinct | 51 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.080638681 |
| Minimum | 0 |
|---|---|
| Maximum | 58 |
| Zeros | 328 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 15 |
| Maximum | 58 |
| Range | 58 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.466702117 |
|---|---|
| Coefficient of variation (CV) | 0.6308332225 |
| Kurtosis | 4.673477194 |
| Mean | 7.080638681 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.541014208 |
| Sum | 546335 |
| Variance | 19.9514278 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 8772 | |
| 5 | 8653 | |
| 6 | 8075 | |
| 3 | 7656 | |
| 7 | 6992 | |
| 8 | 5998 | |
| 2 | 5424 | |
| 9 | 4941 | 6.4% |
| 10 | 3982 | 5.2% |
| 11 | 3114 | 4.0% |
| Other values (41) | 13552 |
| Value | Count | Frequency (%) |
| 0 | 328 | 0.4% |
| 1 | 2333 | 3.0% |
| 2 | 5424 | |
| 3 | 7656 | |
| 4 | 8772 |
| Value | Count | Frequency (%) |
| 58 | 2 | |
| 57 | 1 | |
| 55 | 1 | |
| 51 | 1 | |
| 49 | 1 |
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.258634767 |
| Minimum | 0 |
|---|---|
| Maximum | 89 |
| Zeros | 2449 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 23 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.322986188 |
|---|---|
| Coefficient of variation (CV) | 0.8867066282 |
| Kurtosis | 7.330532553 |
| Mean | 8.258634767 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.117460555 |
| Sum | 637228 |
| Variance | 53.62612671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 7004 | 9.1% |
| 4 | 6737 | 8.7% |
| 5 | 6430 | 8.3% |
| 2 | 6389 | 8.3% |
| 6 | 5765 | 7.5% |
| 7 | 5216 | 6.8% |
| 1 | 4947 | 6.4% |
| 8 | 4517 | 5.9% |
| 9 | 3750 | 4.9% |
| 10 | 3389 | 4.4% |
| Other values (67) | 23015 |
| Value | Count | Frequency (%) |
| 0 | 2449 | 3.2% |
| 1 | 4947 | |
| 2 | 6389 | |
| 3 | 7004 | |
| 4 | 6737 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 84 | 1 | |
| 81 | 1 | |
| 79 | 1 | |
| 76 | 1 |
num_op_rev_tl
Real number (ℝ≥0)
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.01443772 |
| Minimum | 0 |
|---|---|
| Maximum | 63 |
| Zeros | 75 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 17 |
| Maximum | 63 |
| Range | 63 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.747997591 |
|---|---|
| Coefficient of variation (CV) | 0.5924305306 |
| Kurtosis | 4.544826568 |
| Mean | 8.01443772 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.548374934 |
| Sum | 618386 |
| Variance | 22.54348112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 8322 | |
| 6 | 8125 | |
| 4 | 7649 | |
| 7 | 7553 | |
| 8 | 6710 | |
| 3 | 5813 | 7.5% |
| 9 | 5703 | 7.4% |
| 10 | 4694 | 6.1% |
| 11 | 3759 | 4.9% |
| 2 | 3476 | 4.5% |
| Other values (44) | 15355 |
| Value | Count | Frequency (%) |
| 0 | 75 | 0.1% |
| 1 | 927 | 1.2% |
| 2 | 3476 | |
| 3 | 5813 | |
| 4 | 7649 |
| Value | Count | Frequency (%) |
| 63 | 1 | |
| 58 | 1 | |
| 53 | 1 | |
| 51 | 1 | |
| 50 | 1 |
num_rev_accts
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.96522765 |
| Minimum | 2 |
|---|---|
| Maximum | 107 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 11 |
| Q3 | 17 |
| 95-th percentile | 28 |
| Maximum | 107 |
| Range | 105 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.77284634 |
|---|---|
| Coefficient of variation (CV) | 0.5995148371 |
| Kurtosis | 4.161697864 |
| Mean | 12.96522765 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.487686841 |
| Sum | 1000384 |
| Variance | 60.41714023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 5123 | 6.6% |
| 9 | 4965 | 6.4% |
| 10 | 4904 | 6.4% |
| 7 | 4865 | 6.3% |
| 11 | 4508 | 5.8% |
| 6 | 4486 | 5.8% |
| 12 | 4292 | 5.6% |
| 5 | 3929 | 5.1% |
| 13 | 3907 | 5.1% |
| 14 | 3621 | 4.7% |
| Other values (67) | 32559 |
| Value | Count | Frequency (%) |
| 2 | 1212 | 1.6% |
| 3 | 2127 | |
| 4 | 3170 | |
| 5 | 3929 | |
| 6 | 4486 |
| Value | Count | Frequency (%) |
| 107 | 1 | |
| 104 | 1 | |
| 92 | 1 | |
| 90 | 2 | |
| 83 | 1 |
num_rev_tl_bal_gt_0
Real number (ℝ≥0)
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.365142109 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 531 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.281323156 |
|---|---|
| Coefficient of variation (CV) | 0.6116004179 |
| Kurtosis | 4.131205765 |
| Mean | 5.365142109 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.500499696 |
| Sum | 413969 |
| Variance | 10.76708165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 11720 | |
| 3 | 11519 | |
| 5 | 10610 | |
| 2 | 8554 | |
| 6 | 8340 | |
| 7 | 6490 | |
| 8 | 4565 | 5.9% |
| 1 | 3774 | 4.9% |
| 9 | 3273 | 4.2% |
| 10 | 2219 | 2.9% |
| Other values (25) | 6095 |
| Value | Count | Frequency (%) |
| 0 | 531 | 0.7% |
| 1 | 3774 | 4.9% |
| 2 | 8554 | |
| 3 | 11519 | |
| 4 | 11720 |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 36 | 2 | |
| 34 | 2 | |
| 31 | 1 | < 0.1% |
| 30 | 3 |
num_sats
Real number (ℝ≥0)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.43056546 |
| Minimum | 0 |
|---|---|
| Maximum | 74 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| median | 10 |
| Q3 | 14 |
| 95-th percentile | 22 |
| Maximum | 74 |
| Range | 74 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.738928333 |
|---|---|
| Coefficient of variation (CV) | 0.5020686295 |
| Kurtosis | 3.092199544 |
| Mean | 11.43056546 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.291079736 |
| Sum | 881971 |
| Variance | 32.93529841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 6641 | 8.6% |
| 8 | 6320 | 8.2% |
| 10 | 6183 | 8.0% |
| 7 | 6022 | 7.8% |
| 11 | 5865 | 7.6% |
| 6 | 5253 | 6.8% |
| 12 | 5093 | 6.6% |
| 13 | 4544 | 5.9% |
| 5 | 4069 | 5.3% |
| 14 | 3821 | 5.0% |
| Other values (50) | 23348 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 1 | 104 | 0.1% |
| 2 | 527 | 0.7% |
| 3 | 1422 | |
| 4 | 2721 |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 64 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 3 |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08635415182 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 73097 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.570806478 |
|---|---|
| Coefficient of variation (CV) | 6.610064091 |
| Kurtosis | 640.1712833 |
| Mean | 0.08635415182 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.96225111 |
| Sum | 6663 |
| Variance | 0.3258200353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73097 | |
| 1 | 3043 | 3.9% |
| 2 | 557 | 0.7% |
| 3 | 175 | 0.2% |
| 4 | 101 | 0.1% |
| 5 | 45 | 0.1% |
| 6 | 36 | < 0.1% |
| 7 | 27 | < 0.1% |
| 8 | 20 | < 0.1% |
| 11 | 12 | < 0.1% |
| Other values (15) | 46 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 73097 | |
| 1 | 3043 | 3.9% |
| 2 | 557 | 0.7% |
| 3 | 175 | 0.2% |
| 4 | 101 | 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 30 | 1 | |
| 26 | 1 | |
| 24 | 1 | |
| 22 | 1 |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.948120116 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 16593 |
| Zeros (%) | 21.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.778156619 |
|---|---|
| Coefficient of variation (CV) | 0.9127551245 |
| Kurtosis | 4.067641193 |
| Mean | 1.948120116 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.461830696 |
| Sum | 150315 |
| Variance | 3.16184096 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 20264 | |
| 2 | 16655 | |
| 0 | 16593 | |
| 3 | 11089 | |
| 4 | 6162 | 8.0% |
| 5 | 3161 | 4.1% |
| 6 | 1563 | 2.0% |
| 7 | 816 | 1.1% |
| 8 | 384 | 0.5% |
| 9 | 211 | 0.3% |
| Other values (12) | 261 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 16593 | |
| 1 | 20264 | |
| 2 | 16655 | |
| 3 | 11089 | |
| 4 | 6162 | 8.0% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 5 |
pct_tl_nvr_dlq
Real number (ℝ≥0)
| Distinct | 459 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.76267854 |
| Minimum | 7.9 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 7.9 |
|---|---|
| 5-th percentile | 73.3 |
| Q1 | 90.9 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 92.1 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 9.76198641 |
|---|---|
| Coefficient of variation (CV) | 0.1041137749 |
| Kurtosis | 7.004828596 |
| Mean | 93.76267854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.324700077 |
| Sum | 7234165.7 |
| Variance | 95.29637866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 39541 | |
| 90 | 982 | 1.3% |
| 90.9 | 921 | 1.2% |
| 95 | 906 | 1.2% |
| 92.3 | 887 | 1.1% |
| 88.9 | 876 | 1.1% |
| 87.5 | 852 | 1.1% |
| 91.7 | 838 | 1.1% |
| 83.3 | 832 | 1.1% |
| 85.7 | 826 | 1.1% |
| Other values (449) | 29693 |
| Value | Count | Frequency (%) |
| 7.9 | 1 | |
| 12.5 | 1 | |
| 13.3 | 1 | |
| 14.3 | 2 | |
| 15.8 | 1 |
| Value | Count | Frequency (%) |
| 100 | 39541 | |
| 99 | 2 | < 0.1% |
| 98.9 | 3 | < 0.1% |
| 98.8 | 5 | < 0.1% |
| 98.7 | 15 | < 0.1% |
| Distinct | 145 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1119 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.43428261 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 24793 |
| Zeros (%) | 32.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 33.3 |
| Q3 | 66.7 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 66.7 |
Descriptive statistics
| Standard deviation | 36.27169924 |
|---|---|
| Coefficient of variation (CV) | 0.9437329585 |
| Kurtosis | -1.149434769 |
| Mean | 38.43428261 |
| Median Absolute Deviation (MAD) | 33.3 |
| Skewness | 0.4741452396 |
| Sum | 2922542.85 |
| Variance | 1315.636166 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24793 | |
| 100 | 11740 | |
| 50 | 7423 | 9.6% |
| 33.3 | 4967 | 6.4% |
| 66.7 | 4204 | 5.4% |
| 25 | 3447 | 4.5% |
| 20 | 2262 | 2.9% |
| 75 | 2248 | 2.9% |
| 40 | 1740 | 2.3% |
| 16.7 | 1522 | 2.0% |
| Other values (135) | 11694 |
| Value | Count | Frequency (%) |
| 0 | 24793 | |
| 0.25 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 11740 | |
| 95.2 | 2 | < 0.1% |
| 93.8 | 4 | < 0.1% |
| 93.3 | 1 | < 0.1% |
| 92.9 | 4 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1278658355 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 67544 |
| Zeros (%) | 87.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3462139781 |
|---|---|
| Coefficient of variation (CV) | 2.707634739 |
| Kurtosis | 9.513180977 |
| Mean | 0.1278658355 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.723098022 |
| Sum | 9866 |
| Variance | 0.1198641187 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 67544 | |
| 1 | 9411 | 12.2% |
| 2 | 173 | 0.2% |
| 3 | 21 | < 0.1% |
| 4 | 6 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 67544 | |
| 1 | 9411 | 12.2% |
| 2 | 173 | 0.2% |
| 3 | 21 | < 0.1% |
| 4 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 21 | < 0.1% |
| 2 | 173 |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03882891173 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 75278 |
| Zeros (%) | 97.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3528363479 |
|---|---|
| Coefficient of variation (CV) | 9.086949189 |
| Kurtosis | 3848.393992 |
| Mean | 0.03882891173 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 40.22451209 |
| Sum | 2996 |
| Variance | 0.1244934884 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75278 | |
| 1 | 1287 | 1.7% |
| 2 | 361 | 0.5% |
| 3 | 133 | 0.2% |
| 4 | 49 | 0.1% |
| 5 | 19 | < 0.1% |
| 6 | 13 | < 0.1% |
| 8 | 10 | < 0.1% |
| 9 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 75278 | |
| 1 | 1287 | 1.7% |
| 2 | 361 | 0.5% |
| 3 | 133 | 0.2% |
| 4 | 49 | 0.1% |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 29 | 1 | |
| 13 | 1 | |
| 11 | 1 | |
| 10 | 1 |
| Distinct | 8706 |
|---|---|
| Distinct (%) | 92.8% |
| Missing | 67777 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32400.1472 |
| Minimum | 0 |
|---|---|
| Maximum | 357135 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5569.7 |
| Q1 | 14580.75 |
| median | 25756 |
| Q3 | 42373 |
| 95-th percentile | 81167.05 |
| Maximum | 357135 |
| Range | 357135 |
| Interquartile range (IQR) | 27792.25 |
Descriptive statistics
| Standard deviation | 26588.31005 |
|---|---|
| Coefficient of variation (CV) | 0.8206231254 |
| Kurtosis | 13.47941459 |
| Mean | 32400.1472 |
| Median Absolute Deviation (MAD) | 13039.5 |
| Skewness | 2.598746868 |
| Sum | 303978181 |
| Variance | 706938231.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | < 0.1% |
| 16194 | 4 | < 0.1% |
| 31025 | 3 | < 0.1% |
| 36985 | 3 | < 0.1% |
| 15275 | 3 | < 0.1% |
| 6613 | 3 | < 0.1% |
| 25417 | 3 | < 0.1% |
| 28901 | 3 | < 0.1% |
| 10420 | 3 | < 0.1% |
| 22161 | 3 | < 0.1% |
| Other values (8696) | 9349 | 12.1% |
| (Missing) | 67777 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 16 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357135 | 1 | |
| 324858 | 1 | |
| 290151 | 1 | |
| 272727 | 1 | |
| 257594 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 72668 |
| Missing (%) | 94.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.27254509 |
| Minimum | 2 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5838213737 |
|---|---|
| Coefficient of variation (CV) | 0.2569019978 |
| Kurtosis | 2.819975464 |
| Mean | 2.27254509 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.017464226 |
| Sum | 10206 |
| Variance | 0.3408473964 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3587 | 4.6% |
| 3 | 584 | 0.8% |
| 4 | 320 | 0.4% |
| (Missing) | 72668 |
| Value | Count | Frequency (%) |
| 2 | 3587 | |
| 3 | 584 | 0.8% |
| 4 | 320 | 0.4% |
| Value | Count | Frequency (%) |
| 4 | 320 | 0.4% |
| 3 | 584 | 0.8% |
| 2 | 3587 |
| Distinct | 1445 |
|---|---|
| Distinct (%) | 23.6% |
| Missing | 71042 |
| Missing (%) | 92.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.217314 |
| Minimum | 0 |
|---|---|
| Maximum | 1793.18 |
| Zeros | 3906 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 243.29 |
| 95-th percentile | 789.354 |
| Maximum | 1793.18 |
| Range | 1793.18 |
| Interquartile range (IQR) | 243.29 |
Descriptive statistics
| Standard deviation | 277.1109505 |
|---|---|
| Coefficient of variation (CV) | 1.762598173 |
| Kurtosis | 3.72594097 |
| Mean | 157.217314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.018406738 |
| Sum | 961698.31 |
| Variance | 76790.47888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3906 | 5.1% |
| 335.12 | 11 | < 0.1% |
| 346.9 | 11 | < 0.1% |
| 851.51 | 11 | < 0.1% |
| 163.49 | 10 | < 0.1% |
| 324.65 | 10 | < 0.1% |
| 238.17 | 9 | < 0.1% |
| 166.05 | 9 | < 0.1% |
| 196.18 | 8 | < 0.1% |
| 326.97 | 8 | < 0.1% |
| Other values (1435) | 2124 | 2.8% |
| (Missing) | 71042 |
| Value | Count | Frequency (%) |
| 0 | 3906 | |
| 2.01 | 1 | < 0.1% |
| 7.82 | 1 | < 0.1% |
| 8.05 | 1 | < 0.1% |
| 8.63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1793.18 | 1 | |
| 1500.22 | 1 | |
| 1406.68 | 1 | |
| 1388.82 | 1 | |
| 1387.6 | 1 |
| Distinct | 5481 |
|---|---|
| Distinct (%) | 89.6% |
| Missing | 71042 |
| Missing (%) | 92.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6925.184353 |
| Minimum | 0 |
|---|---|
| Maximum | 40306.41 |
| Zeros | 621 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1325.24 |
| median | 4178.3 |
| Q3 | 10983.82 |
| 95-th percentile | 21473.39 |
| Maximum | 40306.41 |
| Range | 40306.41 |
| Interquartile range (IQR) | 9658.58 |
Descriptive statistics
| Standard deviation | 7026.968193 |
|---|---|
| Coefficient of variation (CV) | 1.014697636 |
| Kurtosis | 0.7262720614 |
| Mean | 6925.184353 |
| Median Absolute Deviation (MAD) | 3540.82 |
| Skewness | 1.166462565 |
| Sum | 42361352.69 |
| Variance | 49378281.99 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 621 | 0.8% |
| 9614.26 | 2 | < 0.1% |
| 12580.22 | 2 | < 0.1% |
| 3603.47 | 2 | < 0.1% |
| 3942.68 | 2 | < 0.1% |
| 2551.25 | 2 | < 0.1% |
| 8011.72 | 2 | < 0.1% |
| 1134.26 | 2 | < 0.1% |
| 1976 | 2 | < 0.1% |
| 1701.3 | 2 | < 0.1% |
| Other values (5471) | 5478 | 7.1% |
| (Missing) | 71042 |
| Value | Count | Frequency (%) |
| 0 | 621 | |
| 0.03 | 1 | < 0.1% |
| 1.32 | 1 | < 0.1% |
| 6.51 | 1 | < 0.1% |
| 8.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40306.41 | 1 | |
| 39746.94 | 1 | |
| 38399 | 1 | |
| 36314.03 | 1 | |
| 35857.7 | 1 |
| Distinct | 3363 |
|---|---|
| Distinct (%) | 55.0% |
| Missing | 71042 |
| Missing (%) | 92.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 694.1791466 |
| Minimum | 0.01 |
|---|---|
| Maximum | 25970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 56.838 |
| Q1 | 242.93 |
| median | 400 |
| Q3 | 670.23 |
| 95-th percentile | 1318.214 |
| Maximum | 25970 |
| Range | 25969.99 |
| Interquartile range (IQR) | 427.3 |
Descriptive statistics
| Standard deviation | 1568.831655 |
|---|---|
| Coefficient of variation (CV) | 2.259980961 |
| Kurtosis | 87.6828297 |
| Mean | 694.1791466 |
| Median Absolute Deviation (MAD) | 203.82 |
| Skewness | 8.494668962 |
| Sum | 4246293.84 |
| Variance | 2461232.761 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 320.05 | 23 | < 0.1% |
| 332.1 | 23 | < 0.1% |
| 324.65 | 20 | < 0.1% |
| 339.79 | 20 | < 0.1% |
| 335.12 | 19 | < 0.1% |
| 351.67 | 18 | < 0.1% |
| 833.57 | 18 | < 0.1% |
| 346.9 | 18 | < 0.1% |
| 576.41 | 18 | < 0.1% |
| 476.33 | 17 | < 0.1% |
| Other values (3353) | 5923 | 7.7% |
| (Missing) | 71042 |
| Value | Count | Frequency (%) |
| 0.01 | 2 | |
| 0.04 | 2 | |
| 0.06 | 2 | |
| 0.08 | 1 | |
| 0.09 | 1 |
| Value | Count | Frequency (%) |
| 25970 | 1 | |
| 23406.44 | 1 | |
| 23200.17 | 1 | |
| 22251.91 | 1 | |
| 21671.88 | 1 |
| Distinct | 4911 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 71170 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 223.8133542 |
| Minimum | 0 |
|---|---|
| Maximum | 5321.56 |
| Zeros | 627 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 602.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 27.4 |
| median | 97.77177 |
| Q3 | 304.68888 |
| 95-th percentile | 808.770852 |
| Maximum | 5321.56 |
| Range | 5321.56 |
| Interquartile range (IQR) | 277.28888 |
Descriptive statistics
| Standard deviation | 332.3692442 |
|---|---|
| Coefficient of variation (CV) | 1.485028655 |
| Kurtosis | 32.76015828 |
| Mean | 223.8133542 |
| Median Absolute Deviation (MAD) | 89.23401 |
| Skewness | 4.164249814 |
| Sum | 1340418.178 |
| Variance | 110469.3145 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 627 | 0.8% |
| 41.13 | 6 | < 0.1% |
| 348.81 | 5 | < 0.1% |
| 286.25 | 5 | < 0.1% |
| 20.49 | 5 | < 0.1% |
| 334.5 | 4 | < 0.1% |
| 88.8 | 4 | < 0.1% |
| 316.13 | 4 | < 0.1% |
| 13.73 | 4 | < 0.1% |
| 35.78 | 4 | < 0.1% |
| Other values (4901) | 5321 | 6.9% |
| (Missing) | 71170 |
| Value | Count | Frequency (%) |
| 0 | 627 | |
| 1.06128 | 1 | < 0.1% |
| 1.38 | 1 | < 0.1% |
| 1.39 | 1 | < 0.1% |
| 2.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5321.56 | 1 | |
| 4613.92 | 1 | |
| 4052.32 | 1 | |
| 3918.56 | 1 | |
| 3908.43 | 1 |